Datasets:

mstz
/

acute_inflammation

temperature float64	has_nausea bool	has_lumbar_pain bool	has_urine_pushing bool	has_micturition_pains bool	has_burnt_urethra bool	has_inflammed_bladder bool	has_nephritis_of_renal_pelvis bool	has_acute_inflammation int64
35	false	false	true	false	false	false	false	0
35	false	false	false	true	true	true	true	0
35	false	false	true	false	false	false	false	0
36	false	false	false	true	true	true	true	0
36	false	false	true	false	false	false	false	0
36	false	false	true	false	false	false	false	0
36	false	false	false	true	true	true	true	0
36	false	false	true	false	false	false	false	0
36	false	false	false	true	true	true	true	0
36	false	false	false	true	true	true	true	0
36	false	false	false	true	true	true	true	0
36	false	false	true	false	false	false	false	0
36	false	false	true	false	false	false	false	0
36	false	false	false	true	true	true	true	0
36	false	false	true	false	false	false	false	0
36	false	false	true	false	false	false	false	0
36	false	false	false	true	true	true	true	0
36	false	false	false	true	true	true	true	0
36	false	false	false	true	true	true	true	0
36	false	false	true	false	false	false	false	0
37	false	false	false	true	true	false	true	0
37	false	false	false	true	true	false	true	0
37	false	false	true	false	false	false	false	0
37	false	false	false	true	true	true	true	0
37	false	false	false	true	true	true	true	0
37	false	false	false	true	true	true	true	0
37	false	false	false	true	true	true	true	0
37	false	false	false	true	false	false	true	0
37	false	false	true	false	false	false	false	0
37	false	false	false	true	true	true	true	0
37	false	false	false	true	false	false	true	0
37	false	false	false	true	true	false	true	0
37	false	false	true	false	false	false	false	0
37	false	false	false	true	false	false	true	0
37	false	false	true	false	false	false	false	0
37	false	false	false	true	true	true	true	0
37	false	false	false	true	false	false	true	0
37	false	false	true	false	false	false	false	0
37	false	false	false	true	false	false	true	0
37	false	false	false	true	true	false	true	0
37	false	false	true	false	false	false	false	0
37	false	false	true	false	false	false	false	0
37	false	false	false	true	true	true	true	0
37	false	false	false	true	false	false	true	0
37	false	false	false	true	false	false	true	0
37	false	false	false	true	true	false	true	0
37	false	false	false	true	true	false	true	0
37	false	false	false	true	true	true	true	0
37	false	false	false	true	true	false	true	0
37	false	false	false	true	true	false	true	0
37	false	false	true	false	false	false	false	0
37	false	false	false	true	false	false	true	0
37	false	false	true	false	false	false	false	0
37	false	false	false	true	true	true	true	0
37	false	false	false	true	false	false	true	0
37	false	false	false	true	true	false	true	0
37	false	false	false	true	true	false	true	0
37	false	false	true	false	false	false	false	0
37	false	false	false	true	true	true	true	0
37	false	false	false	true	false	false	true	0
38	false	false	true	true	false	true	false	1
38	false	false	true	true	false	true	false	1
38	false	false	true	true	false	true	false	1
38	false	false	true	true	false	true	false	1
38	false	false	true	true	false	true	false	1
38	false	false	true	true	false	true	false	1
38	false	false	true	true	false	true	false	1
39	false	false	true	true	false	true	false	1
39	false	false	true	true	false	true	false	1
39	false	false	true	true	false	true	false	1
40	false	true	true	true	true	true	true	1
40	false	true	true	true	true	true	true	1
40	false	true	true	true	true	false	true	1
40	false	false	false	false	false	false	false	0
40	false	false	false	false	false	false	false	0
40	false	true	true	false	true	false	false	1
40	false	true	true	false	true	false	false	1
40	false	false	true	true	false	true	false	1
40	false	true	true	true	true	false	true	1
40	false	true	true	true	true	true	true	1
40	false	false	false	false	false	false	false	0
40	false	true	true	false	true	false	false	1
40	false	false	true	true	false	true	false	1
40	false	true	true	true	true	true	true	1
40	false	true	true	true	true	false	true	1
40	false	true	true	true	true	false	true	1
40	false	false	false	false	false	false	false	0
40	false	true	true	false	true	false	false	1
40	false	true	true	true	true	false	true	1
40	false	true	true	true	true	true	true	1
40	false	false	false	false	false	false	false	0
40	false	true	true	false	true	false	false	1
40	false	true	true	true	true	true	true	1
40	false	true	true	true	true	false	true	1
40	false	false	false	false	false	false	false	0
40	false	true	true	false	true	false	false	1
40	false	false	true	true	false	true	false	1
40	false	false	true	true	false	true	false	1
40	false	true	true	true	true	false	true	1
40	false	true	true	true	true	false	true	1

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Acute Inflammation

The Acute Inflammation dataset from the UCI ML repository. Predict whether the patient has an acute inflammation.

Configurations and tasks

Configuration	Task	Description
inflammation	Binary classification	Does the patient have an acute inflammation?
nephritis	Binary classification	Does the patient have a nephritic pelvis?
bladder	Binary classification	Does the patient have bladder inflammation?

nephritis

Usage

from datasets import load_dataset

dataset = load_dataset("mstz/acute_inflammation", "inflammation")["train"]

Features

Target feature changes according to the selected configuration and is always in last position in the dataset.

Feature	Type
`temperature`	`[float64]`
`has_nausea`	`[bool]`
`has_lumbar_pain`	`[bool]`
`has_urine_pushing`	`[bool]`
`has_micturition_pains`	`[bool]`
`has_burnt_urethra`	`[bool]`
`has_inflammed_bladder`	`[bool]`
`has_nephritis_of_renal_pelvis`	`[bool]`
`has_acute_inflammation`	`[int8]`

Downloads last month: 64

Size of downloaded dataset files:

17.1 kB

Size of the auto-converted Parquet files:

14 kB

Number of rows:

360