Run
514833

Run 514833

Task 9905 (Supervised Classification) autoUniv-au7-700 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
0.6326
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5104
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2636
Cross-validation details (10-fold Crossvalidation)
KB relative information score
228.4534
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3267
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4437
Cross-validation details (10-fold Crossvalidation)
Number of instances
700
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5108
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.51
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5824
Cross-validation details (10-fold Crossvalidation)
Recall
0.51
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7363
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.471
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5715
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2135
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
382.374
UserCPU time millis testing
9.47
UserCPU time millis training
372.904