Run
536674

Run 536674

Task 37 (Supervised Classification) diabetes Uploaded 14-03-2016 by Heidi Seibold
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Flow

classif.rpart(44)Learner classif.rpart from package(s) rpart.
classif.rpart(44)_xval0
classif.rpart(44)_seed1
classif.rpart(44)_kindMersenne-Twister
classif.rpart(44)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7339
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
236.4824
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3178
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7324
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7383
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6993
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4315
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9053
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.43
UserCPU time millis testing
0.05
UserCPU time millis training
0.38