Run
518058

Run 518058

Task 3714 (Supervised Classification) fri_c0_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
0.8461
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.846
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.692
Cross-validation details (10-fold Crossvalidation)
KB relative information score
691.984
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.154
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8462
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.846
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.846
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.308
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3924
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7849
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
38.638
UserCPU time millis testing
4.498
UserCPU time millis training
34.14