OpenML
7931370

Run 7931370

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minsplit40
mlr.classif.rpart(29)_minbucket29
mlr.classif.rpart(29)_cp0.00848961481824517
mlr.classif.rpart(29)_maxdepth15
mlr.classif.rpart(29)_xval0
mlr.classif.rpart(29)_openml.seed1
mlr.classif.rpart(29)_openml.kindMersenne-Twister
mlr.classif.rpart(29)_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.

21 Evaluation measures

Area under ROC curve
0.8299
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8095
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5719
Cross-validation details (10-fold Crossvalidation)
KB relative information score
455.1698
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2614
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
0.8088
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8104
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8104
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5844
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3814
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8067
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1354.9247
UserCPU time millis
0.68
UserCPU time millis testing
0.047
UserCPU time millis training
0.633