Run
521072

Run 521072

Task 3584 (Supervised Classification) fri_c4_1000_100 Uploaded 06-02-2016 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
0.6536
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
309.8065
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.337
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4918
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.661
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.663
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9882
Cross-validation details (10-fold Crossvalidation)
Recall
0.663
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6852
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5805
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1707
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.049
UserCPU time millis testing
0.107
UserCPU time millis training
9.942