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Improving model score apart from gbm and randomforest

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@pchavan wrote:

Can you suggest ways to improve model? I have tried regression,gbm, random forests, SVM with different options within. Are there any other option?

For Xgboost, in the tutorial they mention that it takes only numerical inputs, how to handle factors in this case?

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