Run
515341

Run 515341

Task 3773 (Supervised Classification) fri_c1_1000_10 Uploaded 28-01-2016 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
0.8859
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8906
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7769
Cross-validation details (10-fold Crossvalidation)
KB relative information score
776.7299
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.109
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4918
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8913
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.891
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9882
Cross-validation details (10-fold Crossvalidation)
Recall
0.891
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2216
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3302
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6658
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
51.106
UserCPU time millis testing
7.419
UserCPU time millis training
43.687