Run
10435261

Run 10435261

Task 4542 (Supervised Classification) hayes-roth 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
0.7775 ± 0.1372
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.649 ± 0.1279
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2724 ± 0.2502
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
0.2659 ± 0.1477
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3498 ± 0.06
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4746 ± 0.0037
Cross-validation details (10 times 10-fold Crossvalidation)
Weighted recall
0.6455 ± 0.1272
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1320
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
['Azul Systems, Inc.', '11.0.5', 'amd64', 'Windows 7', '6.1']
Precision
0.6568 ± 0.128
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6455 ± 0.1272
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9624 ± 0.0108
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7371 ± 0.1261
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4869 ± 0.0038
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4283 ± 0.0637
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8796 ± 0.1305
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
979.7764
Unweighted recall
0.6399 ± 0.1298
Cross-validation details (10 times 10-fold Crossvalidation)