Run
571588

Run 571588

Task 3561 (Supervised Classification) profb Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(5)Learner classif.mda from package(s) !mda.
classif.mda(5)_keep.fittedFALSE
classif.mda(5)_start.methodlvq
classif.mda(5)_openml.seed1
classif.mda(5)_openml.kindMersenne-Twister
classif.mda(5)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6317
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6789
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2697
Cross-validation details (10-fold Crossvalidation)
KB relative information score
168.8404
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.317
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4446
Cross-validation details (10-fold Crossvalidation)
Number of instances
672
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6761
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.683
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9188
Cross-validation details (10-fold Crossvalidation)
Recall
0.683
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7129
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.563
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1943
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.752
UserCPU time millis testing
0.048
UserCPU time millis training
3.704