Is accuracy a reliable evaluation metric for training a classification model?
20531
Why is accuracy not the best measure for assessing classification models?
120166
How to correctly use validation and test sets for Neural Network training?
138454
Determining sample size for ML algorithm validation
19145
Validation of machine learning algorithms implementation
135800
Validation of Models with Different Scale Data
98554
Deep NNs, backpropagation and error calculation
80251
Compare classification performance of two heuristics
84504
Discrepancy between calculated and simulated error propagation
51084
Won't highly-correlated variables in random forest distort accuracy and feature-selection?
16134
Determine accuracy of model which estimates probability of event
155721
would adding the probabilities in a dataset be more accurate than the individual results?
126666
Raw data outperforms Z-score transformed data in SVM classification
137100
Validation: Data splitting into training vs. test datasets
16209
Importance of optimizing the correct loss function
109407
ROC curve and confusion matrix in classifier performance evaluation
126373
Can we use MLE to estimate Neural Network weights?
97769
Ranking two models based on ROC-AUC and PR-AUC