Run
571576

Run 571576

Task 3561 (Supervised Classification) profb Uploaded 05-05-2016 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5333
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
142.8743
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3333
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4446
Cross-validation details (10-fold Crossvalidation)
Number of instances
672
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9188
Cross-validation details (10-fold Crossvalidation)
Recall
0.6667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7497
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5774
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2247
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.387
UserCPU time millis testing
0.042
UserCPU time millis training
0.345