Run
519709

Run 519709

Task 3917 (Supervised Classification) kc1 Uploaded 05-02-2016 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
0.6038
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8257
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2646
Cross-validation details (10-fold Crossvalidation)
KB relative information score
606.5237
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1508
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8208
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8492
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8492
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5764
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3883
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0742
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.038
UserCPU time millis testing
0.055
UserCPU time millis training
8.983