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    Kaggle Ensembling Guide

    我爱机器学习(52ml.net)发表于 2016-09-27 23:59:07
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    来源:http://mlwave.com/kaggle-ensembling-guide/
    原文链接:KAGGLE ENSEMBLING GUIDE

    Creating ensembles from submission files

    Voting ensembles.

    Averaging

    Rank averaging

    Stacked Generalization & Blending

    Netflix

    Stacked generalization

    Blending

    Stacking with logistic regression

    Stacking with non-linear algorithms

    Feature weighted linear stacking

    Quadratic linear stacking of models

    Stacking classifiers with regressors and vice versa

    Online Stacking

    Everything is a hyper-parameter

    Model Selection

    Why create these Frankenstein ensembles?



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