Run
10435173

Run 10435173

Task 3493 (Supervised Classification) monks-problems-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
0.5452 ± 0.1044
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5017 ± 0.0157
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.077 ± 0.0636
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.0228 ± 0.0482
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4472 ± 0.0158
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.6173 ± 0.0343
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Azul Systems, Inc.', '11.0.5', 'amd64', 'Windows 7', '6.1']
Precision
0.4226 ± 0.0101
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6173 ± 0.0343
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9274 ± 0.0078
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9922 ± 0.0331
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746 ± 0.0027
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4788 ± 0.0136
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0087 ± 0.0265
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1015.7068
Unweighted recall
0.4696 ± 0.0266
Cross-validation details (10-fold Crossvalidation)