Run
509194

Run 509194

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

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(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
0.5457
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.83
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1463
Cross-validation details (10-fold Crossvalidation)
KB relative information score
154.5501
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1242
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
0.8735
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8758
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3524
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0322
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.354
UserCPU time millis testing
0.121
UserCPU time millis training
4.233