Run
571876

Run 571876

Task 3021 (Supervised Classification) sick Uploaded 05-05-2016 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
0.8987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8564
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3045.4212
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0154
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9842
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9846
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9846
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1335
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5172
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.486
UserCPU time millis testing
0.144
UserCPU time millis training
0.342