Run
7931685

Run 7931685

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)_minbucket48
mlr.classif.rpart(29)_cp0.0537144697736949
mlr.classif.rpart(29)_maxdepth9
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
0.7719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7806
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.501
Cross-validation details (10-fold Crossvalidation)
KB relative information score
341.0782
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3145
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
0.7806
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7858
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.7858
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4051
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8568
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1336.9407
UserCPU time millis
0.534
UserCPU time millis testing
0.047
UserCPU time millis training
0.487