Sustainable decision-making for contaminated site risk management: A decision tree model using machine learning algorithms

Classification and Regression Trees.

Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.8K citations

Data Analysis Method, Engineering, Machine Learning +19

Induction of decision trees

J. R. Quinlan · Machine Learning · 1986 · 12.3K citations · Full text

Engineering, Machine Learning, Data Science +7

Using network analysis to explore co-occurrence patterns in soil microbial communities

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Yoshua Bengio, Andrea Lodi, Antoine Prouvost · Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna) · 2021 · 1.3K citations · Full text

Mathematical Programming, Artificial Intelligence, Model Optimization +13

The impact of class imbalance in classification performance metrics based on the binary confusion matrix

Amalia Luque Sendra, Alejandro Carrasco, Alejandro Manuel Martín-Gómez et al. · Pattern Recognition · 2019 · 1.1K citations · Full text

Imbalance Ratio, Engineering, Machine Learning +20