Run
573211

Run 573211

Task 3948 (Supervised Classification) KDDCup09_upselling Uploaded 29-05-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(49)Learner classif.rpart from package(s) rpart.
classif.rpart(49)_xval0
classif.rpart(49)_openml.seed1
classif.rpart(49)_openml.kindMersenne-Twister
classif.rpart(49)_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
0.7157
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8909
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1205
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1848.2127
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.103
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1364
Cross-validation details (10-fold Crossvalidation)
Number of instances
50000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8813
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9027
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3794
Cross-validation details (10-fold Crossvalidation)
Recall
0.9027
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7552
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2612
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3011
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1529
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
55.968
UserCPU time millis testing
1.854
UserCPU time millis training
54.114