Run
509016

Run 509016

Task 9963 (Supervised Classification) seismic-bumps Uploaded 27-01-2016 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
0.9571
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9143
Cross-validation details (10-fold Crossvalidation)
KB relative information score
193.5712
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0381
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
210
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9429
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0857
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1952
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.414
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
400.156
UserCPU time millis testing
5.376
UserCPU time millis training
394.78