Run
511592

Run 511592

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

classif.plsdaCaret(5)Learner classif.plsdaCaret from package(s) caret.
classif.plsdaCaret(5)_seed1
classif.plsdaCaret(5)_kindMersenne-Twister
classif.plsdaCaret(5)_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
0.4746
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4677
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0512
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-16.7323
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.52
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
0.473
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.48
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.48
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0413
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7211
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4431
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.208
UserCPU time millis testing
0.038
UserCPU time millis training
0.17