Run
516833

Run 516833

Task 3846 (Supervised Classification) cmc Uploaded 29-01-2016 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
0.6579
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6719
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3282
Cross-validation details (10-fold Crossvalidation)
KB relative information score
511.7146
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3164
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4894
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6837
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6836
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9846
Cross-validation details (10-fold Crossvalidation)
Recall
0.6836
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6465
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4946
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5625
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1371
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.041
UserCPU time millis testing
0.073
UserCPU time millis training
5.968