Run
507655

Run 507655

Task 3491 (Supervised Classification) hayes-roth Uploaded 27-01-2016 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
0.7699
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7259
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5589
Cross-validation details (10-fold Crossvalidation)
KB relative information score
93.8122
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1375
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7499
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4296
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9288
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.65
UserCPU time millis testing
0.429
UserCPU time millis training
10.221