Expert Systems with Applications · 2018 · 157 citations · 19 references
Artificial IntelligenceHyperparameter EstimationEngineeringMachine LearningData ScienceData MiningPattern RecognitionResponse Surface MethodologyPredictive AnalyticsParameter TuningMachine Learning ToolModel TuningComputer ScienceClassifier SystemStatisticsRandom Forest Case-study
19
Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text
Dropout: a simple way to prevent neural networks from overfitting
Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.2K citations
A study of cross-validation and bootstrap for accuracy estimation and model selection
Ron Kohavi · 1995 · 10.7K citations