Bayesian optimization based random forest and extreme gradient boosting for the pavement density prediction in GPR detection

Random Forests

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XGBoost

2016 · 48.6K citations · Full text

Computing, Computer Science, Data Science +15

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

Computing, Computer Science, Artificial Intelligence +8

Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation

Juan Diego Rodríguez, Aritz Pérez, José A. Lozano · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 1.9K citations

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Performance evaluation of classification algorithms by k-fold and leave-one-out cross validation

Tzu-Tsung Wong · Pattern Recognition · 2015 · 1.5K citations

Computing, Computer Science, Algorithms +13