Run
7933477

Run 7933477

Task 3954 (Supervised Classification) MagicTelescope 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)_cp0.0340615803683112
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
0.8076
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5344
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7403.4036
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.291
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Number of instances
19020
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8142
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6381
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3838
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8039
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.319
UserCPU time millis testing
0.09
UserCPU time millis training
5.229