Run
10435209

Run 10435209

Task 4473 (Supervised Classification) chscase_adopt 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
0.7726 ± 0.322
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.839 ± 0.1421
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6141 ± 0.4374
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
0.4713 ± 0.2814
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2337 ± 0.1042
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4296 ± 0.0364
Cross-validation details (10 times 10-fold Crossvalidation)
Weighted recall
0.8436 ± 0.1413
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
390
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
['Azul Systems, Inc.', '11.0.5', 'amd64', 'Windows 7', '6.1']
Precision
0.8403 ± 0.1037
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8436 ± 0.1413
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8908 ± 0.1101
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.544 ± 0.247
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4616 ± 0.0375
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3702 ± 0.1637
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8019 ± 0.3622
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
979.7764
Unweighted recall
0.7921 ± 0.2191
Cross-validation details (10 times 10-fold Crossvalidation)