Run
10435220

Run 10435220

Task 4510 (Supervised Classification) chscase_health Uploaded 30-12-2019 by chimi wangmo
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7077 ± 0.2382
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6621 ± 0.2171
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3243 ± 0.4142
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
0.266 ± 0.2921
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3709 ± 0.1378
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4992 ± 0.0038
Cross-validation details (10 times 10-fold Crossvalidation)
Weighted recall
0.662 ± 0.2024
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
['Azul Systems, Inc.', '11.0.5', 'amd64', 'Windows 7', '6.1']
Precision
0.6631 ± 0.2384
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.662 ± 0.2024
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9988 ± 0.0109
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7429 ± 0.2767
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4996 ± 0.0038
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5011 ± 0.1474
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.003 ± 0.2953
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
979.7764
Unweighted recall
0.6625 ± 0.2113
Cross-validation details (10 times 10-fold Crossvalidation)