Run
573184

Run 573184

Task 7307 (Supervised Classification) eating 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
0.7249
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3953
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2911
Cross-validation details (10-fold Crossvalidation)
KB relative information score
285.1623
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1942
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2448
Cross-validation details (10-fold Crossvalidation)
Number of instances
945
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4022
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3926
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8053
Cross-validation details (10-fold Crossvalidation)
Recall
0.3926
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7933
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3498
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3335
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9533
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
127.144
UserCPU time millis testing
27.133
UserCPU time millis training
100.011