Run
512068

Run 512068

Task 3644 (Supervised Classification) bodyfat Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.extraTrees(3)Learner classif.extraTrees from package(s) extraTrees.
classif.extraTrees(3)_seed1
classif.extraTrees(3)_kindMersenne-Twister
classif.extraTrees(3)_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.

20 Evaluation measures

Area under ROC curve
0.9399
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8808
Cross-validation details (10-fold Crossvalidation)
KB relative information score
221.9885
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0595
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9405
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9405
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1191
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.244
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.488
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.077
UserCPU time millis testing
0.166
UserCPU time millis training
0.911