Run
10435179

Run 10435179

Task 1767 (Supervised Classification) kr-vs-kp 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
0.9937 ± 0.0012
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.9707 ± 0.005
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.9413 ± 0.01
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
0.9191 ± 0.0073
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0428 ± 0.0035
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.499 ± 0
Cross-validation details (5 times 2-fold Crossvalidation)
Weighted recall
0.9707 ± 0.005
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
15980
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
['Azul Systems, Inc.', '11.0.5', 'amd64', 'Windows 7', '6.1']
Precision
0.9707 ± 0.005
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.9707 ± 0.005
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9986 ± 0
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.0858 ± 0.007
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.1562 ± 0.008
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.3126 ± 0.016
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1015.7068
Unweighted recall
0.9706 ± 0.0052
Cross-validation details (5 times 2-fold Crossvalidation)