Run
572269

Run 572269

Task 9976 (Supervised Classification) madelon Uploaded 07-05-2016 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
0.6165
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6163
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2331
Cross-validation details (10-fold Crossvalidation)
KB relative information score
606
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3835
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6165
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6165
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6192
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2385
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
40.754
UserCPU time millis testing
4.737
UserCPU time millis training
36.017