Run
522325

Run 522325

Task 3842 (Supervised Classification) waveform-5000 Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(6)Learner classif.cforest from package(s) party.
classif.cforest(6)_seed1
classif.cforest(6)_kindMersenne-Twister
classif.cforest(6)_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
0.8492
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8759
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7194
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3573.3102
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.122
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4478
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8771
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.878
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9233
Cross-validation details (10-fold Crossvalidation)
Recall
0.878
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2724
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4732
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3493
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7382
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
462.157
UserCPU time millis testing
95.075
UserCPU time millis training
367.082