Run
515886

Run 515886

Task 39 (Supervised Classification) sonar 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
0.857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8599
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7182
Cross-validation details (10-fold Crossvalidation)
KB relative information score
149.6135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1394
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8625
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8606
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.8606
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3734
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7485
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
386.459
UserCPU time millis testing
13.427
UserCPU time millis training
373.032