Run
1815489

Run 1815489

Task 9946 (Supervised Classification) wdbc Uploaded 09-09-2016 by Michel Lang
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.gbm.preproc.preproc.tuned(28)Learner mlr.classif.gbm.preproc.preproc.tuned from package(s) gbm.
mlr.classif.gbm.preproc.preproc.tuned(28)_openml.seed1
mlr.classif.gbm.preproc.preproc.tuned(28)_openml.kindMersenne-Twister
mlr.classif.gbm.preproc.preproc.tuned(28)_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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.9732
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9771
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9509
Cross-validation details (10-fold Crossvalidation)
KB relative information score
540.2054
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0228
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9772
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9772
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0489
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1512
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3126
Cross-validation details (10-fold Crossvalidation)