Run
511368

Run 511368

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.PART(4)Learner classif.PART from package(s) RWeka.
classif.PART(4)_seed1
classif.PART(4)_kindMersenne-Twister
classif.PART(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
0.6453
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4875
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2826
Cross-validation details (10-fold Crossvalidation)
KB relative information score
337.4939
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2432
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
0.4756
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5137
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.5137
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6919
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4931
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1765
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.944
UserCPU time millis testing
0.564
UserCPU time millis training
1.38