Run
523866

Run 523866

Task 3485 (Supervised Classification) scene Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.7605
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9023
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6393
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1557.5891
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0864
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9208
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9136
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9136
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2938
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.294
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7667
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
335.898
UserCPU time millis testing
0.835
UserCPU time millis training
335.063