Run
520379

Run 520379

Task 30 (Supervised Classification) page-blocks Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.extraTrees(5)Learner classif.extraTrees from package(s) extraTrees.
classif.extraTrees(5)_seed1
classif.extraTrees(5)_kindMersenne-Twister
classif.extraTrees(5)_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
0.9221
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8609
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4435.6162
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0102
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9735
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9744
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1344
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5191
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.69
UserCPU time millis testing
1.953
UserCPU time millis training
12.737