Run
511418

Run 511418

Task 3607 (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
0.6755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6706
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3505
Cross-validation details (10-fold Crossvalidation)
KB relative information score
357.967
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3252
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6852
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6504
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5703
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1405
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
50.341
UserCPU time millis testing
0.15
UserCPU time millis training
50.191