Run
538395

Run 538395

Task 9952 (Supervised Classification) phoneme Uploaded 18-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree25
classif.randomForest(54)_mtry37
classif.randomForest(54)_seed1
classif.randomForest(54)_kindMersenne-Twister
classif.randomForest(54)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8875
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9087
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7792
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4124.7079
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.091
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9085
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.909
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2195
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3017
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6626
Cross-validation details (10-fold Crossvalidation)