Soumen Roy

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Questions related from Soumen Roy

Which one is suitable parameters to evaluate one class classification model?

One class classification is recommended when class distribution are not equally distributed or when minority classes are rare. Then Equal Error Rate (EER) is the suitable parameters if we use...

10 January 2020 7,249 3 View

Any suggestions regarding choice of machine learning method, if dataset is small or large, imbalanced, dimention is greater than size of instance?

As I observed that if the dataset is small then tree based ML method is good, if dataset is imbalanced then svm is bad, if data is non linear then Deep learning. Could any one suggest me how can I...

17 April 2019 5,214 3 View