Sentence examples for classification prediction from inspiring English sources

Mangasarian 1965 first employed linear programming in classification prediction.

Data mining problem has different branches, like outlier detection, association rule, cluster, classification, prediction.

This may be problematic, as patients with a high risk of readmission may be assigned the same classification prediction as those whose readmission risk is considerably lower.

The test results show that the algorithm has a good classification prediction, and only need a small price for the training time.

The final model provided accurate classification prediction for this test set and was successfully applied in a model challenge with two newly designed sequences.

Originally inspired by biological neural networks, artificial neural networks (ANNs) are powerful mathematical tools that can solve complex nonlinear problems such as filtering, classification, prediction and more.

In the case of classification, predictions are generated by averaging probability estimates, no by voting.

The prediction efficiency of the generated classifier can be validated by comparing classification predictions made by the model with actual known classes.

However, the same cannot be said about MMM because in this case the classification predictions can be partially correct, fully correct or fully wrong.

In the ensemble technique, the scheme employed in this work, the classification of a new pattern x is typically made through majority voting of the classification predictions of j >1) single (or base) classifiers.

These two levels of randomness, random selection of training/testing sets and random testing of predictors, allow the RF to produce robust classification predictions.