Run
10435237

Run 10435237

Task 4434 (Supervised Classification) analcatdata_neavote 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.

18 Evaluation measures

Area under ROC curve
0.5554 ± 0.159
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
± 0.4606
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
0.0945 ± 1.0598
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.083 ± 0.0478
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1375 ± 0.0388
Cross-validation details (10 times 10-fold Crossvalidation)
Weighted recall
0.93 ± 0.0461
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
['Azul Systems, Inc.', '11.0.5', 'amd64', 'Windows 7', '6.1']
Predictive accuracy
0.93 ± 0.0461
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.3667 ± 0.1637
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6036 ± 0.3371
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2553 ± 0.1024
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2636 ± 0.1345
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0324 ± 0.4485
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
979.7764
Unweighted recall
0.5
Cross-validation details (10 times 10-fold Crossvalidation)