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Subject01Session03_with_labels_LN_LARA.csv
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Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 3.2-3.6, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 2.8-3.1, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
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|
Subject01Session03_with_labels_LN_LLLA.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 3.2-3.6, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 2.8-3.1, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject01Session03_with_labels_LN_LLRA.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 3.2-3.6, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 2.8-3.1, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject01Session03_with_labels_LN_X.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 3.2-3.6, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 2.8-3.1, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject01Session03_with_labels_LN_Y.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 3.2-3.6, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 2.8-3.1, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject01Session03_with_labels_LN_Z.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 3.2-3.6, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 2.8-3.1, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject01Session03_with_labels_RESP.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 3.2-3.6, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 2.8-3.1, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject01Session03_with_labels_VxRL.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 3.2-3.6, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 2.8-3.1, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject01Session01_with_labels_LN_LARA.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 3.2-3.6, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 2.8-3.1, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject01Session01_with_labels_LN_LLLA.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 3.2-3.6, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 2.8-3.1, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject01Session01_with_labels_LN_LLRA.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 3.2-3.6, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 2.8-3.1, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject01Session01_with_labels_LN_X.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 3.2-3.6, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 2.8-3.1, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject01Session01_with_labels_LN_Y.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 3.2-3.6, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 2.8-3.1, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject01Session01_with_labels_LN_Z.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 3.2-3.6, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 2.8-3.1, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject01Session01_with_labels_RESP.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 3.2-3.6, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 2.8-3.1, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject01Session01_with_labels_VxRL.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 3.2-3.6, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 2.8-3.1, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
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Subject01Session02_with_labels_LN_LARA.csv
|
Class 0: Normal Breathing (Frames 0-375)
In this range, breathing data exhibits steady values generally between 2.3-2.9. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 376-773)
From frame 376, the breathing pattern transitions to faster breathing characterized by increased values and higher variability. The data typically ranges between 3.0-3.8, showing more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 774-800)
Starting at frame 774, the final segment shows hard breathing patterns with values between 3.8-4.0. This section is characterized by the highest amplitude and most pronounced variability in the dataset. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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Subject01Session02_with_labels_LN_LLLA.csv
|
Class 0: Normal Breathing (Frames 0-375)
In this range, breathing data exhibits steady values generally between 2.3-2.9. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 376-773)
From frame 376, the breathing pattern transitions to faster breathing characterized by increased values and higher variability. The data typically ranges between 3.0-3.8, showing more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 774-800)
Starting at frame 774, the final segment shows hard breathing patterns with values between 3.8-4.0. This section is characterized by the highest amplitude and most pronounced variability in the dataset. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
|
|
Subject01Session02_with_labels_LN_LLRA.csv
|
Class 0: Normal Breathing (Frames 0-375)
In this range, breathing data exhibits steady values generally between 2.3-2.9. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 376-773)
From frame 376, the breathing pattern transitions to faster breathing characterized by increased values and higher variability. The data typically ranges between 3.0-3.8, showing more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 774-800)
Starting at frame 774, the final segment shows hard breathing patterns with values between 3.8-4.0. This section is characterized by the highest amplitude and most pronounced variability in the dataset. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
|
|
Subject01Session02_with_labels_LN_X.csv
|
Class 0: Normal Breathing (Frames 0-375)
In this range, breathing data exhibits steady values generally between 2.3-2.9. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 376-773)
From frame 376, the breathing pattern transitions to faster breathing characterized by increased values and higher variability. The data typically ranges between 3.0-3.8, showing more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 774-800)
Starting at frame 774, the final segment shows hard breathing patterns with values between 3.8-4.0. This section is characterized by the highest amplitude and most pronounced variability in the dataset. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
|
|
Subject01Session02_with_labels_LN_Y.csv
|
Class 0: Normal Breathing (Frames 0-375)
In this range, breathing data exhibits steady values generally between 2.3-2.9. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 376-773)
From frame 376, the breathing pattern transitions to faster breathing characterized by increased values and higher variability. The data typically ranges between 3.0-3.8, showing more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 774-800)
Starting at frame 774, the final segment shows hard breathing patterns with values between 3.8-4.0. This section is characterized by the highest amplitude and most pronounced variability in the dataset. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
|
|
Subject01Session02_with_labels_LN_Z.csv
|
Class 0: Normal Breathing (Frames 0-375)
In this range, breathing data exhibits steady values generally between 2.3-2.9. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 376-773)
From frame 376, the breathing pattern transitions to faster breathing characterized by increased values and higher variability. The data typically ranges between 3.0-3.8, showing more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 774-800)
Starting at frame 774, the final segment shows hard breathing patterns with values between 3.8-4.0. This section is characterized by the highest amplitude and most pronounced variability in the dataset. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
|
|
Subject01Session02_with_labels_RESP.csv
|
Class 0: Normal Breathing (Frames 0-375)
In this range, breathing data exhibits steady values generally between 2.3-2.9. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 376-773)
From frame 376, the breathing pattern transitions to faster breathing characterized by increased values and higher variability. The data typically ranges between 3.0-3.8, showing more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 774-800)
Starting at frame 774, the final segment shows hard breathing patterns with values between 3.8-4.0. This section is characterized by the highest amplitude and most pronounced variability in the dataset. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
|
|
Subject01Session02_with_labels_VxRL.csv
|
Class 0: Normal Breathing (Frames 0-375)
In this range, breathing data exhibits steady values generally between 2.3-2.9. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 376-773)
From frame 376, the breathing pattern transitions to faster breathing characterized by increased values and higher variability. The data typically ranges between 3.0-3.8, showing more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 774-800)
Starting at frame 774, the final segment shows hard breathing patterns with values between 3.8-4.0. This section is characterized by the highest amplitude and most pronounced variability in the dataset. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
|
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Subject02Session01_with_labels_LN_LARA.csv
|
Class 0: Normal Breathing (Frames 0-745)
In this initial range, breathing data shows relatively stable values typically between 13.2-13.6. The breathing pattern demonstrates consistent rhythmic oscillations with minor variations. This represents normal, relaxed breathing with predictable cycles and gradual transitions between breathing phases.
Class 1: Fast Breathing (Frames 746-773)
Starting at frame 746, breathing transitions to a faster pattern with slightly increased variability. The data values generally range between 13.1-13.4, with more pronounced fluctuations. This represents a faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment displays hard breathing patterns with values typically in the 13.0-13.3 range. This section shows distinctive breathing characteristics representing labored or difficult breathing that might occur during intense exertion or respiratory distress.
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Subject02Session01_with_labels_LN_LLLA.csv
|
Class 0: Normal Breathing (Frames 0-745)
In this initial range, breathing data shows relatively stable values typically between 13.2-13.6. The breathing pattern demonstrates consistent rhythmic oscillations with minor variations. This represents normal, relaxed breathing with predictable cycles and gradual transitions between breathing phases.
Class 1: Fast Breathing (Frames 746-773)
Starting at frame 746, breathing transitions to a faster pattern with slightly increased variability. The data values generally range between 13.1-13.4, with more pronounced fluctuations. This represents a faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment displays hard breathing patterns with values typically in the 13.0-13.3 range. This section shows distinctive breathing characteristics representing labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject02Session01_with_labels_LN_LLRA.csv
|
Class 0: Normal Breathing (Frames 0-745)
In this initial range, breathing data shows relatively stable values typically between 13.2-13.6. The breathing pattern demonstrates consistent rhythmic oscillations with minor variations. This represents normal, relaxed breathing with predictable cycles and gradual transitions between breathing phases.
Class 1: Fast Breathing (Frames 746-773)
Starting at frame 746, breathing transitions to a faster pattern with slightly increased variability. The data values generally range between 13.1-13.4, with more pronounced fluctuations. This represents a faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment displays hard breathing patterns with values typically in the 13.0-13.3 range. This section shows distinctive breathing characteristics representing labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject02Session01_with_labels_LN_X.csv
|
Class 0: Normal Breathing (Frames 0-745)
In this initial range, breathing data shows relatively stable values typically between 13.2-13.6. The breathing pattern demonstrates consistent rhythmic oscillations with minor variations. This represents normal, relaxed breathing with predictable cycles and gradual transitions between breathing phases.
Class 1: Fast Breathing (Frames 746-773)
Starting at frame 746, breathing transitions to a faster pattern with slightly increased variability. The data values generally range between 13.1-13.4, with more pronounced fluctuations. This represents a faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment displays hard breathing patterns with values typically in the 13.0-13.3 range. This section shows distinctive breathing characteristics representing labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject02Session01_with_labels_LN_Y.csv
|
Class 0: Normal Breathing (Frames 0-745)
In this initial range, breathing data shows relatively stable values typically between 13.2-13.6. The breathing pattern demonstrates consistent rhythmic oscillations with minor variations. This represents normal, relaxed breathing with predictable cycles and gradual transitions between breathing phases.
Class 1: Fast Breathing (Frames 746-773)
Starting at frame 746, breathing transitions to a faster pattern with slightly increased variability. The data values generally range between 13.1-13.4, with more pronounced fluctuations. This represents a faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment displays hard breathing patterns with values typically in the 13.0-13.3 range. This section shows distinctive breathing characteristics representing labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject02Session01_with_labels_LN_Z.csv
|
Class 0: Normal Breathing (Frames 0-745)
In this initial range, breathing data shows relatively stable values typically between 13.2-13.6. The breathing pattern demonstrates consistent rhythmic oscillations with minor variations. This represents normal, relaxed breathing with predictable cycles and gradual transitions between breathing phases.
Class 1: Fast Breathing (Frames 746-773)
Starting at frame 746, breathing transitions to a faster pattern with slightly increased variability. The data values generally range between 13.1-13.4, with more pronounced fluctuations. This represents a faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment displays hard breathing patterns with values typically in the 13.0-13.3 range. This section shows distinctive breathing characteristics representing labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject02Session01_with_labels_RESP.csv
|
Class 0: Normal Breathing (Frames 0-745)
In this initial range, breathing data shows relatively stable values typically between 13.2-13.6. The breathing pattern demonstrates consistent rhythmic oscillations with minor variations. This represents normal, relaxed breathing with predictable cycles and gradual transitions between breathing phases.
Class 1: Fast Breathing (Frames 746-773)
Starting at frame 746, breathing transitions to a faster pattern with slightly increased variability. The data values generally range between 13.1-13.4, with more pronounced fluctuations. This represents a faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment displays hard breathing patterns with values typically in the 13.0-13.3 range. This section shows distinctive breathing characteristics representing labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject02Session01_with_labels_VxRL.csv
|
Class 0: Normal Breathing (Frames 0-745)
In this initial range, breathing data shows relatively stable values typically between 13.2-13.6. The breathing pattern demonstrates consistent rhythmic oscillations with minor variations. This represents normal, relaxed breathing with predictable cycles and gradual transitions between breathing phases.
Class 1: Fast Breathing (Frames 746-773)
Starting at frame 746, breathing transitions to a faster pattern with slightly increased variability. The data values generally range between 13.1-13.4, with more pronounced fluctuations. This represents a faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment displays hard breathing patterns with values typically in the 13.0-13.3 range. This section shows distinctive breathing characteristics representing labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject02Session02_with_labels_LN_LARA.csv
|
Class 0: Normal Breathing (Frames 0-753)
In this range, breathing data shows a steady progression starting around 6.6 and gradually increasing to stabilize in the 8.9-9.1 range. The pattern demonstrates consistent rhythmic oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a regular rhythm and depth.
Class 1: Fast Breathing (Frames 754-776)
From frame 754, the breathing pattern transitions to faster breathing characterized by increased variability. The data typically ranges between 8.3-8.6, with more pronounced fluctuations in the breathing cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 777-800)
Starting at frame 777, the final segment shows hard breathing patterns with values between 8.3-8.4. This section is characterized by a different pattern signature compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
|
|
Subject02Session02_with_labels_LN_LLLA.csv
|
Class 0: Normal Breathing (Frames 0-753)
In this range, breathing data shows a steady progression starting around 6.6 and gradually increasing to stabilize in the 8.9-9.1 range. The pattern demonstrates consistent rhythmic oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a regular rhythm and depth.
Class 1: Fast Breathing (Frames 754-776)
From frame 754, the breathing pattern transitions to faster breathing characterized by increased variability. The data typically ranges between 8.3-8.6, with more pronounced fluctuations in the breathing cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 777-800)
Starting at frame 777, the final segment shows hard breathing patterns with values between 8.3-8.4. This section is characterized by a different pattern signature compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
|
|
Subject02Session02_with_labels_LN_LLRA.csv
|
Class 0: Normal Breathing (Frames 0-753)
In this range, breathing data shows a steady progression starting around 6.6 and gradually increasing to stabilize in the 8.9-9.1 range. The pattern demonstrates consistent rhythmic oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a regular rhythm and depth.
Class 1: Fast Breathing (Frames 754-776)
From frame 754, the breathing pattern transitions to faster breathing characterized by increased variability. The data typically ranges between 8.3-8.6, with more pronounced fluctuations in the breathing cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 777-800)
Starting at frame 777, the final segment shows hard breathing patterns with values between 8.3-8.4. This section is characterized by a different pattern signature compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
|
|
Subject02Session02_with_labels_LN_X.csv
|
Class 0: Normal Breathing (Frames 0-753)
In this range, breathing data shows a steady progression starting around 6.6 and gradually increasing to stabilize in the 8.9-9.1 range. The pattern demonstrates consistent rhythmic oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a regular rhythm and depth.
Class 1: Fast Breathing (Frames 754-776)
From frame 754, the breathing pattern transitions to faster breathing characterized by increased variability. The data typically ranges between 8.3-8.6, with more pronounced fluctuations in the breathing cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 777-800)
Starting at frame 777, the final segment shows hard breathing patterns with values between 8.3-8.4. This section is characterized by a different pattern signature compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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|
Subject02Session02_with_labels_LN_Y.csv
|
Class 0: Normal Breathing (Frames 0-753)
In this range, breathing data shows a steady progression starting around 6.6 and gradually increasing to stabilize in the 8.9-9.1 range. The pattern demonstrates consistent rhythmic oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a regular rhythm and depth.
Class 1: Fast Breathing (Frames 754-776)
From frame 754, the breathing pattern transitions to faster breathing characterized by increased variability. The data typically ranges between 8.3-8.6, with more pronounced fluctuations in the breathing cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 777-800)
Starting at frame 777, the final segment shows hard breathing patterns with values between 8.3-8.4. This section is characterized by a different pattern signature compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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|
Subject02Session02_with_labels_LN_Z.csv
|
Class 0: Normal Breathing (Frames 0-753)
In this range, breathing data shows a steady progression starting around 6.6 and gradually increasing to stabilize in the 8.9-9.1 range. The pattern demonstrates consistent rhythmic oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a regular rhythm and depth.
Class 1: Fast Breathing (Frames 754-776)
From frame 754, the breathing pattern transitions to faster breathing characterized by increased variability. The data typically ranges between 8.3-8.6, with more pronounced fluctuations in the breathing cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 777-800)
Starting at frame 777, the final segment shows hard breathing patterns with values between 8.3-8.4. This section is characterized by a different pattern signature compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
|
|
Subject02Session02_with_labels_RESP.csv
|
Class 0: Normal Breathing (Frames 0-753)
In this range, breathing data shows a steady progression starting around 6.6 and gradually increasing to stabilize in the 8.9-9.1 range. The pattern demonstrates consistent rhythmic oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a regular rhythm and depth.
Class 1: Fast Breathing (Frames 754-776)
From frame 754, the breathing pattern transitions to faster breathing characterized by increased variability. The data typically ranges between 8.3-8.6, with more pronounced fluctuations in the breathing cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 777-800)
Starting at frame 777, the final segment shows hard breathing patterns with values between 8.3-8.4. This section is characterized by a different pattern signature compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
|
|
Subject02Session02_with_labels_VxRL.csv
|
Class 0: Normal Breathing (Frames 0-753)
In this range, breathing data shows a steady progression starting around 6.6 and gradually increasing to stabilize in the 8.9-9.1 range. The pattern demonstrates consistent rhythmic oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a regular rhythm and depth.
Class 1: Fast Breathing (Frames 754-776)
From frame 754, the breathing pattern transitions to faster breathing characterized by increased variability. The data typically ranges between 8.3-8.6, with more pronounced fluctuations in the breathing cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 777-800)
Starting at frame 777, the final segment shows hard breathing patterns with values between 8.3-8.4. This section is characterized by a different pattern signature compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
|
|
Subject02Session03_with_labels_LN_LARA.csv
|
Class 0: Normal Breathing (Frames 0-512)
In this initial range, breathing data shows a progressive increase starting from lower values around 2.7-3.0 and stabilizing in the 8-9 range. Throughout this phase, the breathing maintains a consistent pattern with gentle fluctuations. Values typically range between 8.5-9.1 after stabilizing, demonstrating a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 513-784)
Starting at frame 513, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 8.2-8.9, with more pronounced peaks and valleys. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
Class 2: Hard Breathing (Frames 785-800)
Beginning at frame 785, this final segment displays hard breathing patterns with values typically in the 8.3-8.4 range. This section shows distinctive characteristics compared to the previous classes, representing labored or difficult breathing with potentially different rhythm and amplitude patterns.
|
|
Subject02Session03_with_labels_LN_LLLA.csv
|
Class 0: Normal Breathing (Frames 0-512)
In this initial range, breathing data shows a progressive increase starting from lower values around 2.7-3.0 and stabilizing in the 8-9 range. Throughout this phase, the breathing maintains a consistent pattern with gentle fluctuations. Values typically range between 8.5-9.1 after stabilizing, demonstrating a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 513-784)
Starting at frame 513, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 8.2-8.9, with more pronounced peaks and valleys. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
Class 2: Hard Breathing (Frames 785-800)
Beginning at frame 785, this final segment displays hard breathing patterns with values typically in the 8.3-8.4 range. This section shows distinctive characteristics compared to the previous classes, representing labored or difficult breathing with potentially different rhythm and amplitude patterns.
|
|
Subject02Session03_with_labels_LN_LLRA.csv
|
Class 0: Normal Breathing (Frames 0-512)
In this initial range, breathing data shows a progressive increase starting from lower values around 2.7-3.0 and stabilizing in the 8-9 range. Throughout this phase, the breathing maintains a consistent pattern with gentle fluctuations. Values typically range between 8.5-9.1 after stabilizing, demonstrating a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 513-784)
Starting at frame 513, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 8.2-8.9, with more pronounced peaks and valleys. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
Class 2: Hard Breathing (Frames 785-800)
Beginning at frame 785, this final segment displays hard breathing patterns with values typically in the 8.3-8.4 range. This section shows distinctive characteristics compared to the previous classes, representing labored or difficult breathing with potentially different rhythm and amplitude patterns.
|
|
Subject02Session03_with_labels_LN_X.csv
|
Class 0: Normal Breathing (Frames 0-512)
In this initial range, breathing data shows a progressive increase starting from lower values around 2.7-3.0 and stabilizing in the 8-9 range. Throughout this phase, the breathing maintains a consistent pattern with gentle fluctuations. Values typically range between 8.5-9.1 after stabilizing, demonstrating a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 513-784)
Starting at frame 513, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 8.2-8.9, with more pronounced peaks and valleys. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
Class 2: Hard Breathing (Frames 785-800)
Beginning at frame 785, this final segment displays hard breathing patterns with values typically in the 8.3-8.4 range. This section shows distinctive characteristics compared to the previous classes, representing labored or difficult breathing with potentially different rhythm and amplitude patterns.
|
|
Subject02Session03_with_labels_LN_Y.csv
|
Class 0: Normal Breathing (Frames 0-512)
In this initial range, breathing data shows a progressive increase starting from lower values around 2.7-3.0 and stabilizing in the 8-9 range. Throughout this phase, the breathing maintains a consistent pattern with gentle fluctuations. Values typically range between 8.5-9.1 after stabilizing, demonstrating a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 513-784)
Starting at frame 513, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 8.2-8.9, with more pronounced peaks and valleys. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
Class 2: Hard Breathing (Frames 785-800)
Beginning at frame 785, this final segment displays hard breathing patterns with values typically in the 8.3-8.4 range. This section shows distinctive characteristics compared to the previous classes, representing labored or difficult breathing with potentially different rhythm and amplitude patterns.
|
|
Subject02Session03_with_labels_LN_Z.csv
|
Class 0: Normal Breathing (Frames 0-512)
In this initial range, breathing data shows a progressive increase starting from lower values around 2.7-3.0 and stabilizing in the 8-9 range. Throughout this phase, the breathing maintains a consistent pattern with gentle fluctuations. Values typically range between 8.5-9.1 after stabilizing, demonstrating a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 513-784)
Starting at frame 513, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 8.2-8.9, with more pronounced peaks and valleys. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
Class 2: Hard Breathing (Frames 785-800)
Beginning at frame 785, this final segment displays hard breathing patterns with values typically in the 8.3-8.4 range. This section shows distinctive characteristics compared to the previous classes, representing labored or difficult breathing with potentially different rhythm and amplitude patterns.
|
|
Subject02Session03_with_labels_RESP.csv
|
Class 0: Normal Breathing (Frames 0-512)
In this initial range, breathing data shows a progressive increase starting from lower values around 2.7-3.0 and stabilizing in the 8-9 range. Throughout this phase, the breathing maintains a consistent pattern with gentle fluctuations. Values typically range between 8.5-9.1 after stabilizing, demonstrating a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 513-784)
Starting at frame 513, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 8.2-8.9, with more pronounced peaks and valleys. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
Class 2: Hard Breathing (Frames 785-800)
Beginning at frame 785, this final segment displays hard breathing patterns with values typically in the 8.3-8.4 range. This section shows distinctive characteristics compared to the previous classes, representing labored or difficult breathing with potentially different rhythm and amplitude patterns.
|
|
Subject02Session03_with_labels_VxRL.csv
|
Class 0: Normal Breathing (Frames 0-512)
In this initial range, breathing data shows a progressive increase starting from lower values around 2.7-3.0 and stabilizing in the 8-9 range. Throughout this phase, the breathing maintains a consistent pattern with gentle fluctuations. Values typically range between 8.5-9.1 after stabilizing, demonstrating a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 513-784)
Starting at frame 513, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 8.2-8.9, with more pronounced peaks and valleys. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
Class 2: Hard Breathing (Frames 785-800)
Beginning at frame 785, this final segment displays hard breathing patterns with values typically in the 8.3-8.4 range. This section shows distinctive characteristics compared to the previous classes, representing labored or difficult breathing with potentially different rhythm and amplitude patterns.
|
|
Subject03Session01_with_labels_LN_LARA.csv
|
Class 0: Normal Breathing (Frames 0-761)
In this initial range, breathing data shows relatively stable values typically between -0.8 to -0.2. The breathing pattern demonstrates consistent rhythmic oscillations with minor variations. This represents normal, relaxed breathing with predictable cycles and gradual transitions between breathing phases.
Class 1: Fast Breathing (Frames 762-764)
Starting at frame 762, breathing transitions to a faster pattern with slightly increased variability. This represents a faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress. This is a very brief transition phase in this dataset.
Class 2: Hard Breathing (Frames 765-800)
Beginning at frame 765, this final segment displays hard breathing patterns with values typically ranging from 0.0 to 0.6. This section shows distinctive breathing characteristics representing labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session01_with_labels_LN_LLLA.csv
|
Class 0: Normal Breathing (Frames 0-761)
In this initial range, breathing data shows relatively stable values typically between -0.8 to -0.2. The breathing pattern demonstrates consistent rhythmic oscillations with minor variations. This represents normal, relaxed breathing with predictable cycles and gradual transitions between breathing phases.
Class 1: Fast Breathing (Frames 762-764)
Starting at frame 762, breathing transitions to a faster pattern with slightly increased variability. This represents a faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress. This is a very brief transition phase in this dataset.
Class 2: Hard Breathing (Frames 765-800)
Beginning at frame 765, this final segment displays hard breathing patterns with values typically ranging from 0.0 to 0.6. This section shows distinctive breathing characteristics representing labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session01_with_labels_LN_LLRA.csv
|
Class 0: Normal Breathing (Frames 0-761)
In this initial range, breathing data shows relatively stable values typically between -0.8 to -0.2. The breathing pattern demonstrates consistent rhythmic oscillations with minor variations. This represents normal, relaxed breathing with predictable cycles and gradual transitions between breathing phases.
Class 1: Fast Breathing (Frames 762-764)
Starting at frame 762, breathing transitions to a faster pattern with slightly increased variability. This represents a faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress. This is a very brief transition phase in this dataset.
Class 2: Hard Breathing (Frames 765-800)
Beginning at frame 765, this final segment displays hard breathing patterns with values typically ranging from 0.0 to 0.6. This section shows distinctive breathing characteristics representing labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session01_with_labels_LN_X.csv
|
Class 0: Normal Breathing (Frames 0-761)
In this initial range, breathing data shows relatively stable values typically between -0.8 to -0.2. The breathing pattern demonstrates consistent rhythmic oscillations with minor variations. This represents normal, relaxed breathing with predictable cycles and gradual transitions between breathing phases.
Class 1: Fast Breathing (Frames 762-764)
Starting at frame 762, breathing transitions to a faster pattern with slightly increased variability. This represents a faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress. This is a very brief transition phase in this dataset.
Class 2: Hard Breathing (Frames 765-800)
Beginning at frame 765, this final segment displays hard breathing patterns with values typically ranging from 0.0 to 0.6. This section shows distinctive breathing characteristics representing labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session01_with_labels_LN_Y.csv
|
Class 0: Normal Breathing (Frames 0-761)
In this initial range, breathing data shows relatively stable values typically between -0.8 to -0.2. The breathing pattern demonstrates consistent rhythmic oscillations with minor variations. This represents normal, relaxed breathing with predictable cycles and gradual transitions between breathing phases.
Class 1: Fast Breathing (Frames 762-764)
Starting at frame 762, breathing transitions to a faster pattern with slightly increased variability. This represents a faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress. This is a very brief transition phase in this dataset.
Class 2: Hard Breathing (Frames 765-800)
Beginning at frame 765, this final segment displays hard breathing patterns with values typically ranging from 0.0 to 0.6. This section shows distinctive breathing characteristics representing labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session01_with_labels_LN_Z.csv
|
Class 0: Normal Breathing (Frames 0-761)
In this initial range, breathing data shows relatively stable values typically between -0.8 to -0.2. The breathing pattern demonstrates consistent rhythmic oscillations with minor variations. This represents normal, relaxed breathing with predictable cycles and gradual transitions between breathing phases.
Class 1: Fast Breathing (Frames 762-764)
Starting at frame 762, breathing transitions to a faster pattern with slightly increased variability. This represents a faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress. This is a very brief transition phase in this dataset.
Class 2: Hard Breathing (Frames 765-800)
Beginning at frame 765, this final segment displays hard breathing patterns with values typically ranging from 0.0 to 0.6. This section shows distinctive breathing characteristics representing labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session01_with_labels_RESP.csv
|
Class 0: Normal Breathing (Frames 0-761)
In this initial range, breathing data shows relatively stable values typically between -0.8 to -0.2. The breathing pattern demonstrates consistent rhythmic oscillations with minor variations. This represents normal, relaxed breathing with predictable cycles and gradual transitions between breathing phases.
Class 1: Fast Breathing (Frames 762-764)
Starting at frame 762, breathing transitions to a faster pattern with slightly increased variability. This represents a faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress. This is a very brief transition phase in this dataset.
Class 2: Hard Breathing (Frames 765-800)
Beginning at frame 765, this final segment displays hard breathing patterns with values typically ranging from 0.0 to 0.6. This section shows distinctive breathing characteristics representing labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session01_with_labels_VxRL.csv
|
Class 0: Normal Breathing (Frames 0-761)
In this initial range, breathing data shows relatively stable values typically between -0.8 to -0.2. The breathing pattern demonstrates consistent rhythmic oscillations with minor variations. This represents normal, relaxed breathing with predictable cycles and gradual transitions between breathing phases.
Class 1: Fast Breathing (Frames 762-764)
Starting at frame 762, breathing transitions to a faster pattern with slightly increased variability. This represents a faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress. This is a very brief transition phase in this dataset.
Class 2: Hard Breathing (Frames 765-800)
Beginning at frame 765, this final segment displays hard breathing patterns with values typically ranging from 0.0 to 0.6. This section shows distinctive breathing characteristics representing labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session01_with_labels_LN_LARA.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 1.0-1.2, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 1.2-1.35, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session01_with_labels_LN_LLLA.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 1.0-1.2, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 1.2-1.35, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session01_with_labels_LN_LLRA.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 1.0-1.2, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 1.2-1.35, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session01_with_labels_LN_X.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 1.0-1.2, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 1.2-1.35, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session01_with_labels_LN_Y.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 1.0-1.2, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 1.2-1.35, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session01_with_labels_LN_Z.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 1.0-1.2, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 1.2-1.35, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session01_with_labels_RESP.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 1.0-1.2, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 1.2-1.35, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session01_with_labels_VxRL.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 1.0-1.2, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 1.2-1.35, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session01_with_labels_LN_LARA.csv
|
Breathing Pattern Reference Guide for Subject03Session03
Class 0: Normal Breathing (Frames 0-528)
In this range, breathing data exhibits a progressive pattern starting around 3.0 and stabilizing in the 3.1-3.3 range. Throughout this phase, the breathing maintains a consistent rhythm with gentle fluctuations. This represents a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 529-800)
Starting at frame 529, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 3.5-6.5, with increasingly pronounced peaks and valleys as the session progresses. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
|
|
Subject03Session01_with_labels_LN_LLLA.csv
|
Breathing Pattern Reference Guide for Subject03Session03
Class 0: Normal Breathing (Frames 0-528)
In this range, breathing data exhibits a progressive pattern starting around 3.0 and stabilizing in the 3.1-3.3 range. Throughout this phase, the breathing maintains a consistent rhythm with gentle fluctuations. This represents a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 529-800)
Starting at frame 529, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 3.5-6.5, with increasingly pronounced peaks and valleys as the session progresses. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
|
|
Subject03Session01_with_labels_LN_LLRA.csv
|
Breathing Pattern Reference Guide for Subject03Session03
Class 0: Normal Breathing (Frames 0-528)
In this range, breathing data exhibits a progressive pattern starting around 3.0 and stabilizing in the 3.1-3.3 range. Throughout this phase, the breathing maintains a consistent rhythm with gentle fluctuations. This represents a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 529-800)
Starting at frame 529, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 3.5-6.5, with increasingly pronounced peaks and valleys as the session progresses. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
|
|
Subject03Session01_with_labels_LN_X.csv
|
Breathing Pattern Reference Guide for Subject03Session03
Class 0: Normal Breathing (Frames 0-528)
In this range, breathing data exhibits a progressive pattern starting around 3.0 and stabilizing in the 3.1-3.3 range. Throughout this phase, the breathing maintains a consistent rhythm with gentle fluctuations. This represents a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 529-800)
Starting at frame 529, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 3.5-6.5, with increasingly pronounced peaks and valleys as the session progresses. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
|
|
Subject03Session01_with_labels_LN_Y.csv
|
Breathing Pattern Reference Guide for Subject03Session03
Class 0: Normal Breathing (Frames 0-528)
In this range, breathing data exhibits a progressive pattern starting around 3.0 and stabilizing in the 3.1-3.3 range. Throughout this phase, the breathing maintains a consistent rhythm with gentle fluctuations. This represents a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 529-800)
Starting at frame 529, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 3.5-6.5, with increasingly pronounced peaks and valleys as the session progresses. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
|
|
Subject03Session01_with_labels_LN_Z.csv
|
Breathing Pattern Reference Guide for Subject03Session03
Class 0: Normal Breathing (Frames 0-528)
In this range, breathing data exhibits a progressive pattern starting around 3.0 and stabilizing in the 3.1-3.3 range. Throughout this phase, the breathing maintains a consistent rhythm with gentle fluctuations. This represents a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 529-800)
Starting at frame 529, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 3.5-6.5, with increasingly pronounced peaks and valleys as the session progresses. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
|
|
Subject03Session01_with_labels_RESP.csv
|
Breathing Pattern Reference Guide for Subject03Session03
Class 0: Normal Breathing (Frames 0-528)
In this range, breathing data exhibits a progressive pattern starting around 3.0 and stabilizing in the 3.1-3.3 range. Throughout this phase, the breathing maintains a consistent rhythm with gentle fluctuations. This represents a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 529-800)
Starting at frame 529, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 3.5-6.5, with increasingly pronounced peaks and valleys as the session progresses. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
|
|
Subject03Session01_with_labels_VxRL.csv
|
Breathing Pattern Reference Guide for Subject03Session03
Class 0: Normal Breathing (Frames 0-528)
In this range, breathing data exhibits a progressive pattern starting around 3.0 and stabilizing in the 3.1-3.3 range. Throughout this phase, the breathing maintains a consistent rhythm with gentle fluctuations. This represents a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 529-800)
Starting at frame 529, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 3.5-6.5, with increasingly pronounced peaks and valleys as the session progresses. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
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Subject03Session01_with_labels_LN_LARA.csv
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Class 0: Normal Breathing (Frames 0-743)
In this range, breathing data exhibits values generally between -1.0 to -0.7. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 744-754)
From frame 744, the breathing pattern transitions to faster breathing characterized by slight changes in amplitude and frequency. The data shows more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 755-800)
Starting at frame 755, the final segment shows hard breathing patterns with distinct value patterns. This section is characterized by higher variability and different baseline values compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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Subject03Session01_with_labels_LN_LLLA.csv
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Class 0: Normal Breathing (Frames 0-743)
In this range, breathing data exhibits values generally between -1.0 to -0.7. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 744-754)
From frame 744, the breathing pattern transitions to faster breathing characterized by slight changes in amplitude and frequency. The data shows more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 755-800)
Starting at frame 755, the final segment shows hard breathing patterns with distinct value patterns. This section is characterized by higher variability and different baseline values compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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Subject03Session01_with_labels_LN_LLRA.csv
|
Class 0: Normal Breathing (Frames 0-743)
In this range, breathing data exhibits values generally between -1.0 to -0.7. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 744-754)
From frame 744, the breathing pattern transitions to faster breathing characterized by slight changes in amplitude and frequency. The data shows more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 755-800)
Starting at frame 755, the final segment shows hard breathing patterns with distinct value patterns. This section is characterized by higher variability and different baseline values compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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Subject03Session01_with_labels_LN_X.csv
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Class 0: Normal Breathing (Frames 0-743)
In this range, breathing data exhibits values generally between -1.0 to -0.7. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 744-754)
From frame 744, the breathing pattern transitions to faster breathing characterized by slight changes in amplitude and frequency. The data shows more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 755-800)
Starting at frame 755, the final segment shows hard breathing patterns with distinct value patterns. This section is characterized by higher variability and different baseline values compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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Subject03Session01_with_labels_LN_Y.csv
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Class 0: Normal Breathing (Frames 0-743)
In this range, breathing data exhibits values generally between -1.0 to -0.7. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 744-754)
From frame 744, the breathing pattern transitions to faster breathing characterized by slight changes in amplitude and frequency. The data shows more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 755-800)
Starting at frame 755, the final segment shows hard breathing patterns with distinct value patterns. This section is characterized by higher variability and different baseline values compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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Subject03Session01_with_labels_LN_Z.csv
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Class 0: Normal Breathing (Frames 0-743)
In this range, breathing data exhibits values generally between -1.0 to -0.7. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 744-754)
From frame 744, the breathing pattern transitions to faster breathing characterized by slight changes in amplitude and frequency. The data shows more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 755-800)
Starting at frame 755, the final segment shows hard breathing patterns with distinct value patterns. This section is characterized by higher variability and different baseline values compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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Subject03Session01_with_labels_RESP.csv
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Class 0: Normal Breathing (Frames 0-743)
In this range, breathing data exhibits values generally between -1.0 to -0.7. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 744-754)
From frame 744, the breathing pattern transitions to faster breathing characterized by slight changes in amplitude and frequency. The data shows more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 755-800)
Starting at frame 755, the final segment shows hard breathing patterns with distinct value patterns. This section is characterized by higher variability and different baseline values compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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Subject03Session01_with_labels_VxRL.csv
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Class 0: Normal Breathing (Frames 0-743)
In this range, breathing data exhibits values generally between -1.0 to -0.7. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 744-754)
From frame 744, the breathing pattern transitions to faster breathing characterized by slight changes in amplitude and frequency. The data shows more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 755-800)
Starting at frame 755, the final segment shows hard breathing patterns with distinct value patterns. This section is characterized by higher variability and different baseline values compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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Subject04Session01_with_labels_LN_LARA.csv
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Class 0: Normal Breathing (Frames 0-743)
In this range, breathing data exhibits values generally between -1.0 to -0.7. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 744-754)
From frame 744, the breathing pattern transitions to faster breathing characterized by slight changes in amplitude and frequency. The data shows more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 755-800)
Starting at frame 755, the final segment shows hard breathing patterns with distinct value patterns. This section is characterized by higher variability and different baseline values compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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|
Subject04Session01_with_labels_LN_LLLA.csv
|
Class 0: Normal Breathing (Frames 0-743)
In this range, breathing data exhibits values generally between -1.0 to -0.7. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 744-754)
From frame 744, the breathing pattern transitions to faster breathing characterized by slight changes in amplitude and frequency. The data shows more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 755-800)
Starting at frame 755, the final segment shows hard breathing patterns with distinct value patterns. This section is characterized by higher variability and different baseline values compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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Subject04Session01_with_labels_LN_LLRA.csv
|
Class 0: Normal Breathing (Frames 0-743)
In this range, breathing data exhibits values generally between -1.0 to -0.7. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 744-754)
From frame 744, the breathing pattern transitions to faster breathing characterized by slight changes in amplitude and frequency. The data shows more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 755-800)
Starting at frame 755, the final segment shows hard breathing patterns with distinct value patterns. This section is characterized by higher variability and different baseline values compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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Subject04Session01_with_labels_LN_X.csv
|
Class 0: Normal Breathing (Frames 0-743)
In this range, breathing data exhibits values generally between -1.0 to -0.7. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 744-754)
From frame 744, the breathing pattern transitions to faster breathing characterized by slight changes in amplitude and frequency. The data shows more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 755-800)
Starting at frame 755, the final segment shows hard breathing patterns with distinct value patterns. This section is characterized by higher variability and different baseline values compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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|
Subject04Session01_with_labels_LN_Y.csv
|
Class 0: Normal Breathing (Frames 0-743)
In this range, breathing data exhibits values generally between -1.0 to -0.7. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 744-754)
From frame 744, the breathing pattern transitions to faster breathing characterized by slight changes in amplitude and frequency. The data shows more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 755-800)
Starting at frame 755, the final segment shows hard breathing patterns with distinct value patterns. This section is characterized by higher variability and different baseline values compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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|
Subject04Session01_with_labels_LN_Z.csv
|
Class 0: Normal Breathing (Frames 0-743)
In this range, breathing data exhibits values generally between -1.0 to -0.7. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 744-754)
From frame 744, the breathing pattern transitions to faster breathing characterized by slight changes in amplitude and frequency. The data shows more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 755-800)
Starting at frame 755, the final segment shows hard breathing patterns with distinct value patterns. This section is characterized by higher variability and different baseline values compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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|
Subject04Session01_with_labels_RESP.csv
|
Class 0: Normal Breathing (Frames 0-743)
In this range, breathing data exhibits values generally between -1.0 to -0.7. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 744-754)
From frame 744, the breathing pattern transitions to faster breathing characterized by slight changes in amplitude and frequency. The data shows more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 755-800)
Starting at frame 755, the final segment shows hard breathing patterns with distinct value patterns. This section is characterized by higher variability and different baseline values compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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Subject04Session01_with_labels_VxRL.csv
|
Class 0: Normal Breathing (Frames 0-743)
In this range, breathing data exhibits values generally between -1.0 to -0.7. The pattern shows regular oscillations with moderate amplitude variations. This represents normal, relaxed breathing with a consistent rhythm and depth.
Class 1: Fast Breathing (Frames 744-754)
From frame 744, the breathing pattern transitions to faster breathing characterized by slight changes in amplitude and frequency. The data shows more pronounced peaks and faster cycles. This represents an elevated respiratory rate, possibly indicating moderate exertion or heightened activity.
Class 2: Hard Breathing (Frames 755-800)
Starting at frame 755, the final segment shows hard breathing patterns with distinct value patterns. This section is characterized by higher variability and different baseline values compared to the previous classes. This represents labored or difficult breathing associated with intense physical effort or respiratory challenge.
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Subject03Session02_with_labels_LN_LARA.csv
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Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 1.0-1.2, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 1.2-1.35, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
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Subject03Session02_with_labels_LN_LLLA.csv
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Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 1.0-1.2, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 1.2-1.35, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
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Subject03Session02_with_labels_LN_LLRA.csv
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Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 1.0-1.2, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 1.2-1.35, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
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|
Subject03Session02_with_labels_LN_X.csv
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Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 1.0-1.2, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 1.2-1.35, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session02_with_labels_LN_Y.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 1.0-1.2, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 1.2-1.35, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session02_with_labels_LN_Z.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 1.0-1.2, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 1.2-1.35, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
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|
Subject03Session02_with_labels_RESP.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 1.0-1.2, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 1.2-1.35, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
|
|
Subject03Session02_with_labels_VxRL.csv
|
Class 0: Normal Breathing (Frames 0-756)
In this initial range, breathing data shows a relatively stable pattern characterized by consistent rhythmic oscillations. The breathing values typically range between 1.0-1.2, with occasional isolated fluctuations that quickly return to baseline. This represents normal, relaxed breathing with predictable cycles.
Class 1: Fast Breathing (Frames 757-773)
Starting at frame 757, breathing transitions to a faster pattern with increased variability. This segment is characterized by more pronounced fluctuations and generally greater instability in the breathing values. This represents faster respiratory rate, possibly indicating increased physical activity or mild respiratory stress.
Class 2: Hard Breathing (Frames 774-800)
Beginning at frame 774, this final segment shows distinctive hard breathing patterns. The values typically range between 1.2-1.35, with different characteristics than either previous class. This represents labored or difficult breathing that might occur during intense exertion or respiratory distress.
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|
Subject03Session03_with_labels_LN_LARA.csv
|
Class 0: Normal Breathing (Frames 0-528)
In this range, breathing data exhibits a progressive pattern starting around 3.0 and stabilizing in the 3.1-3.3 range. Throughout this phase, the breathing maintains a consistent rhythm with gentle fluctuations. This represents a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 529-800)
Starting at frame 529, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 3.5-6.5, with increasingly pronounced peaks and valleys as the session progresses. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
|
|
Subject03Session03_with_labels_LN_LLLA.csv
|
Class 0: Normal Breathing (Frames 0-528)
In this range, breathing data exhibits a progressive pattern starting around 3.0 and stabilizing in the 3.1-3.3 range. Throughout this phase, the breathing maintains a consistent rhythm with gentle fluctuations. This represents a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 529-800)
Starting at frame 529, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 3.5-6.5, with increasingly pronounced peaks and valleys as the session progresses. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
|
|
Subject03Session03_with_labels_LN_LLRA.csv
|
Class 0: Normal Breathing (Frames 0-528)
In this range, breathing data exhibits a progressive pattern starting around 3.0 and stabilizing in the 3.1-3.3 range. Throughout this phase, the breathing maintains a consistent rhythm with gentle fluctuations. This represents a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 529-800)
Starting at frame 529, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 3.5-6.5, with increasingly pronounced peaks and valleys as the session progresses. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
|
|
Subject03Session03_with_labels_LN_X.csv
|
Class 0: Normal Breathing (Frames 0-528)
In this range, breathing data exhibits a progressive pattern starting around 3.0 and stabilizing in the 3.1-3.3 range. Throughout this phase, the breathing maintains a consistent rhythm with gentle fluctuations. This represents a regular, relaxed breathing cycle with predictable oscillations.
Class 1: Fast Breathing (Frames 529-800)
Starting at frame 529, the breathing pattern transitions to faster breathing with greater variability. The data values generally fluctuate between 3.5-6.5, with increasingly pronounced peaks and valleys as the session progresses. This represents an intensified respiratory rate characterized by more rapid cycles and less stable baseline measurements.
|
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