Run
520514

Run 520514

Task 3684 (Supervised Classification) delta_elevators Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(6)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(6)_xval0
classif.boosting(6)_seed1
classif.boosting(6)_kindMersenne-Twister
classif.boosting(6)_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
0.8825
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8825
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7651
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7280.8999
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1175
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
9517
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8825
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.235
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3427
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6855
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
389.296
UserCPU time millis testing
3.757
UserCPU time millis training
385.539