Run
7936230

Run 7936230

Task 9957 (Supervised Classification) qsar-biodeg Uploaded 26-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.imputed.dummied.preproc(1)Learner mlr.classif.rpart.imputed.dummied.preproc from package(s) rpart.
mlr.classif.rpart.imputed.dummied.preproc(1)_minsplit64
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket4
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.000209781049729279
mlr.classif.rpart.imputed.dummied.preproc(1)_xval0
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.rpart.imputed.dummied.preproc(1)_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.

20 Evaluation measures

Area under ROC curve
0.8289
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8078
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5688
Cross-validation details (10-fold Crossvalidation)
KB relative information score
474.9376
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2512
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
0.8073
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8085
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8085
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5616
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3844
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.813
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.986
UserCPU time millis testing
0.107
UserCPU time millis training
0.879