Run
10435240

Run 10435240

Task 4581 (Supervised Classification) analcatdata_challenger 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
0.6676 ± 0.2917
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
± 0.3015
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-0.3689 ± 0.8307
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1153 ± 0.0239
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1273 ± 0.0187
Cross-validation details (10 times 10-fold Crossvalidation)
Weighted recall
0.9348 ± 0.0218
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1380
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
0.9348 ± 0.0218
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.3482 ± 0.0806
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.9053 ± 0.156
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.247 ± 0.0565
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2424 ± 0.055
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9816 ± 0.1945
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
979.7764
Unweighted recall
0.5
Cross-validation details (10 times 10-fold Crossvalidation)