Sentence examples for diverse decision trees from inspiring English sources
By combining an ensemble of many diverse decision trees, RF guards against overfitting and also provides several measures of predictor variable importance.
Out of these, useful features were identified using the J48 decision tree algorithm and selected features are used with various decision trees.
ML comprises diverse methods and algorithms such as decision trees, general CHAID models, k-nearest neighbors, random forests, Bayesian methods, Gaussian processes, artificial neural networks (ANN), artificial immune systems, kernel algorithms, and support vector machines (SVMs).
RFs capitalize on the benefits of decision trees and have demonstrated excellent predictive performance when the forest is diverse (i.e. trees are not highly correlated with each other) and composed of individually strong classifier trees (Breiman, 2001).
None of the initial or alternative cropping systems succeeded in optimal performance, indicating that more diverse cropping systems with innovative management techniques and innovative combinations of techniques are needed to build the decision trees.
These decision trees can handle almost all itineraries.
A diverse decision group makes better decisions.
Decision trees are unstable learners.
Decision trees are a critical component of many intelligent systems.
However, a decision model based on decision trees exponentially grows with inspection and maintenance number.
