Run
505201

Run 505201

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 11-01-2016 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
0.7261
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6924
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3911
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.5125
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3811
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
111
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7026
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.6937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7636
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4634
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9276
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.82
UserCPU time millis testing
0.03
UserCPU time millis training
0.79