Run
509264

Run 509264

Task 40 (Supervised Classification) glass Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(4)_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
0.7204
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5896
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
105.8742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1095
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5717
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6168
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.6168
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5174
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3309
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0198
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
21.465
UserCPU time millis testing
0.114
UserCPU time millis training
21.351