Run
10435213

Run 10435213

Task 146240 (Supervised Classification) parity5 Uploaded 30-12-2019 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
0.0469
Per class
F measure
0.1875 ± 0.167
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.625 ± 0.2767
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.2281 ± 0.1465
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5906 ± 0.0622
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.1875 ± 0.1669
Cross-validation details (10-fold Crossvalidation)
Number of instances
32
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Azul Systems, Inc.', '11.0.5', 'amd64', 'Windows 7', '6.1']
Precision
0.1875 ± 0.1667
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1875 ± 0.1669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1813 ± 0.1243
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.596 ± 0.0616
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.192 ± 0.1232
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
979.7764
Unweighted recall
0.1875 ± 0.1687
Cross-validation details (10-fold Crossvalidation)