Run
511717

Run 511717

Task 3771 (Supervised Classification) chscase_census3 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(4)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(4)_xval0
classif.boosting(4)_seed1
classif.boosting(4)_kindMersenne-Twister
classif.boosting(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
0.4832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4842
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0337
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-12.9477
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.515
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
0.4839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.485
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.485
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0316
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7176
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4364
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
402.841
UserCPU time millis testing
5.915
UserCPU time millis training
396.926