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Search options not deleted user 148111

Use this tag for any *on-topic* question that (a) involves `R` either as a critical part of the question or expected answer, & (b) is not *just* about how to use `R`.

5 votes
2 answers
6k views

SMOTE sampling in caret package in R

when using caret packge in the trainControl you can use "smote" sampling. what is the default parameters the train in caret are using for smote?? parameters such as: perc.over = 300, k = 8, perc.und …
HilaD's user avatar
  • 159
0 votes
0 answers
170 views

Clustering similar people using distance matrix in r

I have 2,000 people with 60 features, the feature are highly correlated. I can't remove the correlated features in my case: I need all the data. I want to group similar people using a clustering algor …
HilaD's user avatar
  • 159
0 votes
1 answer
691 views

Improving classifier performances in R for imbalnced dataset

I have used a "adabag"(boosting + bagging) model on imbalanced dataset (6% positive), I have tried to maximized the sensitivity while keeping the accuracy above 70% and the best result I got where: RO …
HilaD's user avatar
  • 159