Run
510331

Run 510331

Task 3794 (Supervised Classification) disclosure_z Uploaded 27-01-2016 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
0.5186
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5202
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0372
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.5876
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4789
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4987
Cross-validation details (10-fold Crossvalidation)
Number of instances
662
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5199
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5211
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9981
Cross-validation details (10-fold Crossvalidation)
Recall
0.5211
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9602
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4993
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.692
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3858
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.942
UserCPU time millis testing
0.322
UserCPU time millis training
4.62