Run
11482

Run 11482

Task 7 (Supervised Classification) audiology Uploaded 22-05-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.MultiClassClassifier_Logistic(1)Weka implementation of MultiClassClassifier
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8
weka.MultiClassClassifier_Logistic(1)_M0
weka.MultiClassClassifier_Logistic(1)_R2.0
weka.MultiClassClassifier_Logistic(1)_S1
weka.MultiClassClassifier_Logistic(1)_Wweka.classifiers.functions.Logistic

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.

19 Evaluation measures

Area under ROC curve
0.9065
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7268
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6875
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8.1793
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0796
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0724
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7547
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7345
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.7345
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0998
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1992
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0524
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.0433[563.74942385882411015.2555353338006483.6674820550281911.48820099582031756.0556588021248]