Run
509178

Run 509178

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9422
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7568
Cross-validation details (10-fold Crossvalidation)
KB relative information score
321.1492
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0589
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2343
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9438
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9411
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.9411
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2516
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2428
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7111
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
32.148
UserCPU time millis testing
2.469
UserCPU time millis training
29.679