Run
511757

Run 511757

Task 3772 (Supervised Classification) chscase_census2 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
0.5402
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.54
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0803
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31.8811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.46
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5403
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.54
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.54
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3566
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
411.152
UserCPU time millis testing
6.458
UserCPU time millis training
404.694