Run
523909

Run 523909

Task 3588 (Supervised Classification) pol Uploaded 11-02-2016 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
0.9048
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9125
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8045
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11905.2553
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0878
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4463
Cross-validation details (10-fold Crossvalidation)
Number of instances
15000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9129
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.921
Cross-validation details (10-fold Crossvalidation)
Recall
0.9122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1967
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2963
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6273
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
515.445
UserCPU time millis testing
0.126
UserCPU time millis training
515.319