Run
1815515

Run 1815515

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

mlr.classif.rpart.preproc.preproc.tuned(72)Learner mlr.classif.rpart.preproc.preproc.tuned from package(s) rpart.
mlr.classif.rpart.preproc.preproc.tuned(72)_openml.seed1
mlr.classif.rpart.preproc.preproc.tuned(72)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc.preproc.tuned(72)_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
0.7931
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8196
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.594
Cross-validation details (10-fold Crossvalidation)
KB relative information score
612.0845
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1791
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
0.8189
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8209
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8209
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4006
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4233
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8951
Cross-validation details (10-fold Crossvalidation)