Run
511593

Run 511593

Task 3769 (Supervised Classification) chscase_census5 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.plr(4)Learner classif.plr from package(s) stepPlr.
classif.plr(4)_seed1
classif.plr(4)_kindMersenne-Twister
classif.plr(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
0.4386
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4358
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.1237
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-46.7849
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5575
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4366
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4425
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.4425
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1164
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7467
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4942
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.546
UserCPU time millis testing
0.028
UserCPU time millis training
2.518