An ML enhancement package to improve outcomes
enhanceml (Enhance Machine Learning model) is a Python library to enhance the prediction of model using various statistical technique. This contains various sub-models which can be fitted over data to predict outcome.
- PBOB (Probability based Best Out of Best outcome): This method is used to enhance the prediction based on probability.
Use the package manager pip to install enhanceml.
pip install enhanceml
from enhanceml import enhancer knn=KNeighborsClassifier() gnb=GaussianNB() pbob_model=enhancer.PBOB(knn,gnb) pbob_model.fit(x_train,y_train) predictions=pbob_model.predict(x_test)
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
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