Run
572967

Run 572967

Task 3518 (Supervised Classification) tr45.wc Uploaded 21-05-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(9)Learner classif.gbm from package(s) gbm.
classif.gbm(9)_openml.seed1
classif.gbm(9)_openml.kindMersenne-Twister
classif.gbm(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9537
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
621.1796
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0165
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9174
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10-fold Crossvalidation)
Recall
0.9174
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.096
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1285
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4384
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
515974.109
UserCPU time millis testing
255192.581
UserCPU time millis training
260781.528