Metrics to optimize imbalanced multiclass classification
51420
Evaluating multiclass imbalanced problem per class
20531
Why is accuracy not the best measure for assessing classification models?
648
How should Feature Selection and Hyperparameter optimization be ordered in the machine learning pipeline?
103779
Overfitting a logistic regression model
91880
Suggestions for cost-sensitive learning in a highly imbalanced setting
80251
Compare classification performance of two heuristics
46518
Cross-validation techniques for time series data
125575
Dimensional regularization: removing more than just logarithmic divergencies?
97769
Ranking two models based on ROC-AUC and PR-AUC
109407
ROC curve and confusion matrix in classifier performance evaluation
39736
Regularization methods for logistic regression
84407
How to judge if a supervised machine learning model is overfitting or not?
70893
How to Identify Overfitting in Convolutional Neural network?
81918
Multicollinearity in Decision Tree
110031
How to threshold multiclass probability prediction to get confusion matrix?
155013
How to validate k-fold cross validation results for classifiers?
25539
Algorithms for automatic model selection