Run
507210

Run 507210

Task 3779 (Supervised Classification) fri_c3_100_5 Uploaded 27-01-2016 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
0.8328
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8389
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6721
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67.311
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.16
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8407
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.84
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.99
Cross-validation details (10-fold Crossvalidation)
Recall
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3246
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8058
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.662
UserCPU time millis testing
0.045
UserCPU time millis training
0.617