Run
10435168

Run 10435168

Task 146628 (Supervised Classification) prop-2 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.

20 Evaluation measures

Area under ROC curve
0.7123 ± 0.0108
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8519 ± 0.0037
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0568 ± 0.0247
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.1578 ± 0.0137
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1762 ± 0.001
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.189 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.8948 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
Number of instances
23014
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Azul Systems, Inc.', '11.0.5', 'amd64', 'Windows 7', '6.1']
Precision
0.8586 ± 0.0142
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8948 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4866 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9326 ± 0.0055
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3074 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2978 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9689 ± 0.0049
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1015.7068
Unweighted recall
0.5167 ± 0.0075
Cross-validation details (10-fold Crossvalidation)