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Getting better accuracy on Random Forest Classifier

I have a datset (mix of numerical and categorical values). I tried to convert categorical values (6000 genes) to numerical using sci-kit learn library. But after running the RandomForestClassifier, I got accuracy = 0. I think, since I work on a larger data set and I have many classes this problem happened.

How can I deal with that and get a good accuracy?

classifier randomforest r genes accuracy

Could anyone help me with this?

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