Run
7933061

Run 7933061

Task 3896 (Supervised Classification) ada_agnostic 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)_minsplit128
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket2
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.000116696642269801
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
0.865
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8319
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5331
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1835.1133
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2146
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8319
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8398
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8398
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.575
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3395
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7859
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.495
UserCPU time millis testing
0.103
UserCPU time millis training
2.392