Run
7932412

Run 7932412

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)_minsplit32
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket32
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.02075520517976
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
0.9677
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.969
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9378
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7274.0367
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0599
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
0.9691
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.969
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.969
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.12
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1732
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3466
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.896
UserCPU time millis testing
0.631
UserCPU time millis training
4.265