Run
511704

Run 511704

Task 3771 (Supervised Classification) chscase_census3 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
0.528
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5204
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0568
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27.1438
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.465
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5323
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.535
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.535
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9315
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6819
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3649
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
23.276
UserCPU time millis testing
0.094
UserCPU time millis training
23.182