Run
513117

Run 513117

Task 9973 (Supervised Classification) leaf Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.8842
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7732
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7685
Cross-validation details (10-fold Crossvalidation)
KB relative information score
262.7151
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0149
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0644
Cross-validation details (10-fold Crossvalidation)
Number of instances
340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7825
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7765
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8945
Cross-validation details (10-fold Crossvalidation)
Recall
0.7765
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2314
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1794
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1221
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6803
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.784
UserCPU time millis testing
0.477
UserCPU time millis training
5.307