Run
510908

Run 510908

Task 3763 (Supervised Classification) chscase_census6 Uploaded 27-01-2016 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
0.5103
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4724
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0237
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.088
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.41
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
0.5666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.59
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.59
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8458
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6403
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3007
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.12
UserCPU time millis testing
0.022
UserCPU time millis training
0.098