Run
518107

Run 518107

Task 3766 (Supervised Classification) fri_c2_1000_25 Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(4)Learner classif.cforest from package(s) party.
classif.cforest(4)_seed1
classif.cforest(4)_kindMersenne-Twister
classif.cforest(4)_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
0.8519
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8557
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
705.2721
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.144
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4921
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9886
Cross-validation details (10-fold Crossvalidation)
Recall
0.856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3795
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.765
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
38.893
UserCPU time millis testing
5.133
UserCPU time millis training
33.76