Run
514489

Run 514489

Task 37 (Supervised Classification) diabetes Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.OneR(4)Learner classif.OneR from package(s) RWeka.
classif.OneR(4)_seed1
classif.OneR(4)_kindMersenne-Twister
classif.OneR(4)_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
0.6517
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6993
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.324
Cross-validation details (10-fold Crossvalidation)
KB relative information score
261.7115
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2878
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
0.7006
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6331
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5364
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1254
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.744
UserCPU time millis testing
0.593
UserCPU time millis training
1.151