Run
7040

Run 7040

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

weka.MultiClassClassifier_Logistic(1)Weka implementation of MultiClassClassifier
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8
weka.MultiClassClassifier_Logistic(1)_M0
weka.MultiClassClassifier_Logistic(1)_R2.0
weka.MultiClassClassifier_Logistic(1)_S1
weka.MultiClassClassifier_Logistic(1)_Wweka.classifiers.functions.Logistic

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
918.7106[559.7691083998442871.925327936058484.7593072718849915.94681764620571761.152276377127]