Run
571924

Run 571924

Task 3904 (Supervised Classification) jm1 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
0.7201
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2921.4273
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1935
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3121
Cross-validation details (10-fold Crossvalidation)
Number of instances
10885
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6505
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8065
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7088
Cross-validation details (10-fold Crossvalidation)
Recall
0.8065
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6199
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4399
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1135
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.038
UserCPU time millis testing
0.095
UserCPU time millis training
8.943