Run
511376

Run 511376

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 28-01-2016 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
0.5681
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3561
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1394
Cross-validation details (10-fold Crossvalidation)
KB relative information score
242.5298
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2754
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3011
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4492
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4492
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5248
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.252
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
25.996
UserCPU time millis testing
0.179
UserCPU time millis training
25.817