Run
10435253

Run 10435253

Task 4489 (Supervised Classification) analcatdata_seropositive 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
0.9684 ± 0.0512
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9363 ± 0.0628
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8584 ± 0.1439
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
0.816 ± 0.1165
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0898 ± 0.0502
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4548 ± 0.0104
Cross-validation details (10 times 10-fold Crossvalidation)
Weighted recall
0.9371 ± 0.0602
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
0.9378 ± 0.0558
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9371 ± 0.0602
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9327 ± 0.031
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1974 ± 0.1104
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4765 ± 0.0109
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2135 ± 0.1042
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.4481 ± 0.2199
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
979.7764
Unweighted recall
0.9199 ± 0.0803
Cross-validation details (10 times 10-fold Crossvalidation)