Run
477274

Run 477274

Task 3647 (Supervised Classification) rabe_266 Uploaded 25-11-2015 by Rafael Gomes Mantovani
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Flow

classif.randomForest(37)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(37)_seed1
classif.randomForest(37)_kindMersenne-Twister
classif.randomForest(37)_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
0.9937
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9584
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9167
Cross-validation details (10-fold Crossvalidation)
KB relative information score
99.322
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4988
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9596
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9583
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9983
Cross-validation details (10-fold Crossvalidation)
Recall
0.9583
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1832
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3669
Cross-validation details (10-fold Crossvalidation)