Run
1851103

Run 1851103

Task 11 (Supervised Classification) balance-scale 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
0.876
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7552
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6053
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-34.9889
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.429
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7265
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7872
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.7872
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1296
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0458
Cross-validation details (10-fold Crossvalidation)