Run
7931696

Run 7931696

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)_minsplit26
mlr.classif.rpart(29)_minbucket17
mlr.classif.rpart(29)_cp0.266243303194642
mlr.classif.rpart(29)_maxdepth26
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
0.5687
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5958
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1008
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46.1166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4291
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
0.6602
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6777
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.6777
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9595
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4653
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9841
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1349.825
UserCPU time millis
0.384
UserCPU time millis testing
0.04
UserCPU time millis training
0.344