Run
511350

Run 511350

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

classif.IBk(5)Learner classif.IBk from package(s) RWeka.
classif.IBk(5)_seed1
classif.IBk(5)_kindMersenne-Twister
classif.IBk(5)_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
0.6306
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4748
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2556
Cross-validation details (10-fold Crossvalidation)
KB relative information score
318.6549
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2563
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
0.4763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7294
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5063
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.208
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.689
UserCPU time millis testing
0.869
UserCPU time millis training
1.82