Run
511529

Run 511529

Task 3860 (Supervised Classification) balance-scale Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(1)Learner classif.mda from package(s) !mda.
classif.mda(1)_keep.fittedFALSE
classif.mda(1)_start.methodlvq
classif.mda(1)_seed1
classif.mda(1)_kindMersenne-Twister
classif.mda(1)_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
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9456
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8906
Cross-validation details (10-fold Crossvalidation)
KB relative information score
556.3792
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0544
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4969
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9456
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9456
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9956
Cross-validation details (10-fold Crossvalidation)
Recall
0.9456
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1095
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4985
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4679
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.312
UserCPU time millis testing
0.049
UserCPU time millis training
1.263