Run
6664

Run 6664

Task 39 (Supervised Classification) sonar Uploaded 15-05-2014 by Joaquin Vanschoren
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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
0.7119
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6975
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3942
Cross-validation details (10-fold Crossvalidation)
KB relative information score
81.9713
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3009
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
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
0.6994
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6971
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.6971
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5473
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0971
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
903.7914[567.6019088782145986.4115567011403483.23216931738307907.38658326225751574.3249276983709]