Run
10435180

Run 10435180

Task 1771 (Supervised Classification) audiology Uploaded 29-12-2019 by chimi wangmo
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Flow

weka.classifiers.functions.Logistic(3)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.classifiers.functions.Logistic(3)_C["false"]
weka.classifiers.functions.Logistic(3)_R["1.0E-8"]
weka.classifiers.functions.Logistic(3)_M["-1"]
weka.classifiers.functions.Logistic(3)_output-debug-info["false"]
weka.classifiers.functions.Logistic(3)_-do-not-check-capabilities["false"]
weka.classifiers.functions.Logistic(3)_num-decimal-places["4"]

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.

18 Evaluation measures

Area under ROC curve
0.9006 ± 0.0222
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.683 ± 0.0392
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
0.6728 ± 0.0328
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0229 ± 0.0029
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.0724 ± 0.0001
Cross-validation details (5 times 2-fold Crossvalidation)
Weighted recall
0.7257 ± 0.0347
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1130
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
['Azul Systems, Inc.', '11.0.5', 'amd64', 'Windows 7', '6.1']
Predictive accuracy
0.7257 ± 0.0347
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
3.4373 ± 0.0184
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.3161 ± 0.0401
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.1893 ± 0.0002
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.1468 ± 0.0088
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.7755 ± 0.0461
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1015.7068
Unweighted recall
0.4814