Run
572759

Run 572759

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 12-05-2016 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
0.9087
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9645
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8499
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2680.7229
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0348
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9645
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1443
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1865
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5374
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
38.451
UserCPU time millis testing
4.07
UserCPU time millis training
34.381