Run
522205

Run 522205

Task 2076 (Supervised Classification) kropt Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(3)Learner classif.mda from package(s) !mda.
classif.mda(3)_keep.fittedFALSE
classif.mda(3)_start.methodlvq
classif.mda(3)_seed1
classif.mda(3)_kindMersenne-Twister
classif.mda(3)_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
0.6419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3424
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2825
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8988.784
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0711
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3547
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3598
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.3598
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7147
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1956
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6757.771
UserCPU time millis testing
0.637
UserCPU time millis training
6757.134