fix dtype transform problem in KNN and RandomForest #4894
Merged
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Fix #4879
I add a int array to store the indices before the loop.
@amueller I also checked LabelEncoder but it can only accommodate 1d array, so a loop is still needed and slicing problem will still be there.
For MultiLabelBinarizer, it can accommodate 2d array, but it will return a 2d binary array to store the indices, which is very different from the original implementation in RandomForest and KNN. I am wondering is there any better way to do so?