Run
517887

Run 517887

Task 3783 (Supervised Classification) fri_c2_500_50 Uploaded 30-01-2016 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
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8816
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7545
Cross-validation details (10-fold Crossvalidation)
KB relative information score
376.2403
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.118
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4839
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8817
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.882
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9767
Cross-validation details (10-fold Crossvalidation)
Recall
0.882
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2439
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4918
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3435
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6984
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.049
UserCPU time millis testing
0.091
UserCPU time millis training
6.958