Run
511752

Run 511752

Task 3772 (Supervised Classification) chscase_census2 Uploaded 28-01-2016 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
0.4758
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4736
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0483
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-20.1357
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.525
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4756
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.475
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.475
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0502
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7246
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4493
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.954
UserCPU time millis testing
0.073
UserCPU time millis training
14.881