Run
509196

Run 509196

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(5)_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
0.8255
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6732
Cross-validation details (10-fold Crossvalidation)
KB relative information score
283.5301
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0737
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
0.9241
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9263
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.9263
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3145
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2714
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.795
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
16.383
UserCPU time millis testing
3.841
UserCPU time millis training
12.542