Run
6898

Run 6898

Task 37 (Supervised Classification) diabetes Uploaded 21-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.01
weka.J48(1)_M2

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.

19 Evaluation measures

Area under ROC curve
0.7114
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7446
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4284
Cross-validation details (10-fold Crossvalidation)
KB relative information score
189.1207
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3538
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)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7446
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7513
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7513
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7784
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4354
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9136
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
894.1129[573.00938066739961012.5880246437401480.85168147774846909.90634458777781494.2088580254422]