Kfold, structured kfold, structured shufflesplit, groupkfold differences and structured group kfold
5. Differences between kfold, structured kfold, structured shufflesplit and groupkfold and implementation of structured group kfold
In machine learning, we can't take the whole data set directly for training, but use the cross validation method for training. Enhance randomness and reduce noise to reduce over fitting, so as to obtain and le ...
Posted by vishakh369 on Sat, 11 Sep 2021 10:18:52 -0700
Python machine learning -- Classification \ Regression -- decision tree algorithm
Decision tree algorithm type
Decision tree is a series of algorithms, not an algorithm. The decision tree includes ID3 classification algorithm, C4.5 Classification Algorithm, Cart classification tree algorithm and Cart regression tree algorithm. Decision tree can be used as both classification algorithm and regression algorithm. Therefore, de ...
Posted by palito on Fri, 03 Sep 2021 19:20:09 -0700