Run
7931821

Run 7931821

Task 3 (Supervised Classification) kr-vs-kp Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.gbm.imputed.preproc(1)Learner mlr.classif.gbm.imputed.preproc from package(s) gbm.
mlr.classif.gbm.imputed.preproc(1)_keep.dataFALSE
mlr.classif.gbm.imputed.preproc(1)_openml.seed1
mlr.classif.gbm.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.gbm.imputed.preproc(1)_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
0.8426
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3583
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
83.6384
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4894
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2727
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.5222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9807
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4902
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9814
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.579
UserCPU time millis testing
0.148
UserCPU time millis training
2.431