Run
9626

Run 9626

Task 37 (Supervised Classification) diabetes Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.Logistic(1)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8

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
0.83
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7692
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4829
Cross-validation details (10-fold Crossvalidation)
KB relative information score
255.151
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3101
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
0.771
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.776
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.776
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6823
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3963
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8315
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
908.3045[565.76084051053911015.2555353338006469.08772734606856911.17132945493631580.246872590131]