Run
511400

Run 511400

Task 3607 (Supervised Classification) rmftsa_sleepdata Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.OneR(4)Learner classif.OneR from package(s) RWeka.
classif.OneR(4)_seed1
classif.OneR(4)_kindMersenne-Twister
classif.OneR(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
0.7
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6999
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
409.9696
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2998
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
0.7008
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7002
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7002
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5996
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5475
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0951
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.413
UserCPU time millis testing
0.509
UserCPU time millis training
0.904