Interesting Articles

_{Handling imbalanced datasets in machine learning}

• _{Imbalanced data is an issue if classes are not separable}
• _{For inseperable data, imbalanced data can be fixed using under/over sampling or adding extra-features}
• _{When there is imbalanced data it is very important took look at metrics beyond accuracy like F1 score, confusion matrix, …}
• _{Nice mathematical treatment of this concepts similar to what I had seen similar in estimation theory}