Run
10435263

Run 10435263

Task 4495 (Supervised Classification) hutsof99_child_witness 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
0.8378 ± 0.1967
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7488 ± 0.1933
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4821 ± 0.409
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
0.474 ± 0.3836
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2495 ± 0.1833
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4827 ± 0.0198
Cross-validation details (10 times 10-fold Crossvalidation)
Weighted recall
0.7476 ± 0.1856
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
420
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
['Azul Systems, Inc.', '11.0.5', 'amd64', 'Windows 7', '6.1']
Precision
0.7512 ± 0.1973
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7476 ± 0.1856
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9737 ± 0.0577
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.517 ± 0.3767
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4909 ± 0.0204
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4905 ± 0.2496
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9992 ± 0.5076
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
979.7764
Unweighted recall
0.7438 ± 0.2067
Cross-validation details (10 times 10-fold Crossvalidation)