Run
7932419

Run 7932419

Task 24 (Supervised Classification) mushroom 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)_minsplit2
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket64
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.000240982823918619
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
0.9957
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9879
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9758
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7835.0911
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
8124
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.988
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9879
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.9879
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0397
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2029
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.892
UserCPU time millis testing
0.475
UserCPU time millis training
4.417