Run
516939

Run 516939

Task 3496 (Supervised Classification) SPECTF Uploaded 29-01-2016 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
0.7474
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8349
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5635
Cross-validation details (10-fold Crossvalidation)
KB relative information score
202.27
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1519
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8499
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8481
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.8481
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3827
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3897
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8755
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.597
UserCPU time millis testing
1.695
UserCPU time millis training
15.902