Run
511352

Run 511352

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

classif.J48(20)Learner classif.J48 from package(s) RWeka.
classif.J48(20)_seed1
classif.J48(20)_kindMersenne-Twister
classif.J48(20)_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
0.6562
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5034
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3067
Cross-validation details (10-fold Crossvalidation)
KB relative information score
363.0708
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2344
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
0.4963
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5313
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.5313
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4841
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.155
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.837
UserCPU time millis testing
0.848
UserCPU time millis training
1.989