Run
516091

Run 516091

Task 3741 (Supervised Classification) fri_c2_250_50 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
0.7841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7875
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5704
Cross-validation details (10-fold Crossvalidation)
KB relative information score
142.5731
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.212
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4954
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7876
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.788
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9934
Cross-validation details (10-fold Crossvalidation)
Recall
0.788
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4279
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9251
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.734
UserCPU time millis testing
1.105
UserCPU time millis training
12.629