Run
572703

Run 572703

Task 3524 (Supervised Classification) fbis.wc Uploaded 11-05-2016 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
0.8542
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7376
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7098
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1715.939
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.03
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1047
Cross-validation details (10-fold Crossvalidation)
Number of instances
2463
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.745
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.745
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2864
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2288
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1732
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7569
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3305.913
UserCPU time millis testing
1132.818
UserCPU time millis training
2173.095