Run
1815516

Run 1815516

Task 9957 (Supervised Classification) qsar-biodeg Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.gbm.preproc.preproc.tuned(30)Learner mlr.classif.gbm.preproc.preproc.tuned from package(s) gbm.
mlr.classif.gbm.preproc.preproc.tuned(30)_openml.seed1
mlr.classif.gbm.preproc.preproc.tuned(30)_openml.kindMersenne-Twister
mlr.classif.gbm.preproc.preproc.tuned(30)_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
0.8476
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8699
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7069
Cross-validation details (10-fold Crossvalidation)
KB relative information score
736.1925
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1289
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Number of instances
1055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8711
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8711
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2882
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.359
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7593
Cross-validation details (10-fold Crossvalidation)