best out-of-the-box solution Random Forests Scikit-Learn, randomForest Extra Trees Scikit-Learn Regularized Greedy Forest Tong Zhang’s Neural Networks Keras, Lasagne, MXNet Blends well with GBM. Best at image recognition competitions. Logistic/Linear Regression Scikit-Learn, Vowpal Wabbit Fastest. Good for ensemble. Support Vector Machine Scikit-Learn FTRL Vowpal Wabbit, tinrtgu’s Competitive solution for CTR estimation competitions Factorization Machine libFM Winning solution for KDD Cup 2012 Field-aware Factorization Machine libFFM Winning solution for CTR estimation competitions