Run
510916

Run 510916

Task 3763 (Supervised Classification) chscase_census6 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
0.5104
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.501
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0234
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46.6362
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4225
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4848
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5368
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.5775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8716
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.65
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3204
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.175
UserCPU time millis testing
0.089
UserCPU time millis training
15.086