Run
486142

Run 486142

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 02-12-2015 by Rafael Gomes Mantovani
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Flow

classif.cforest(2)Learner classif.cforest from package(s) party.
classif.cforest(2)_seed1
classif.cforest(2)_kindMersenne-Twister
classif.cforest(2)_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.

17 Evaluation measures

Area under ROC curve
0.944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9392
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7292
Cross-validation details (10-fold Crossvalidation)
KB relative information score
275.2794
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0807
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.225
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9394
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9389
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10-fold Crossvalidation)
Recall
0.9389
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3585
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6427
Cross-validation details (10-fold Crossvalidation)