Run
10435238

Run 10435238

Task 4444 (Supervised Classification) analcatdata_chlamydia 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
0.9033 ± 0.1331
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8908 ± 0.0934
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6635 ± 0.2888
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
0.5643 ± 0.3749
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1147 ± 0.0963
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3116 ± 0.0183
Cross-validation details (10 times 10-fold Crossvalidation)
Weighted recall
0.886 ± 0.0985
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']
Precision
0.901 ± 0.0841
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.886 ± 0.0985
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.7016 ± 0.0614
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3682 ± 0.3112
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3923 ± 0.0256
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3353 ± 0.1796
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8547 ± 0.4673
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
979.7764
Unweighted recall
0.8652 ± 0.1523
Cross-validation details (10 times 10-fold Crossvalidation)