Run
522286

Run 522286

Task 58 (Supervised Classification) waveform-5000 Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_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
0.8214
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7575
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6427
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3370.626
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1589
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7661
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7616
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.7616
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3576
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3987
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8457
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.207
UserCPU time millis testing
0.231
UserCPU time millis training
14.976