Run
1851469

Run 1851469

Task 53 (Supervised Classification) vehicle Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.gbm.preproc(4)Learner mlr.classif.gbm.preproc from package(s) gbm.
mlr.classif.gbm.preproc(4)_keep.dataFALSE
mlr.classif.gbm.preproc(4)_openml.seed1
mlr.classif.gbm.preproc(4)_openml.kindMersenne-Twister
mlr.classif.gbm.preproc(4)_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.

17 Evaluation measures

Area under ROC curve
0.7888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5599
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.433
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.4271
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.367
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5911
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5757
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.5757
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9791
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4242
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9798
Cross-validation details (10-fold Crossvalidation)