Run
538123

Run 538123

Task 37 (Supervised Classification) diabetes Uploaded 18-03-2016 by Random Bot
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Flow

classif.J48(21)Learner classif.J48 from package(s) RWeka.
classif.J48(21)_C0.2
classif.J48(21)_M45
classif.J48(21)_seed1
classif.J48(21)_kindMersenne-Twister
classif.J48(21)_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.

17 Evaluation measures

Area under ROC curve
0.7069
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7506
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4397
Cross-validation details (10-fold Crossvalidation)
KB relative information score
346.4262
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2396
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
0.7544
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5271
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4895
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0269
Cross-validation details (10-fold Crossvalidation)