Run
8716

Run 8716

Task 55 (Supervised Classification) vote Uploaded 22-05-2014 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
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9562
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
387.3734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0531
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4742
Cross-validation details (10-fold Crossvalidation)
Number of instances
435
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
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9563
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9627
Cross-validation details (10-fold Crossvalidation)
Recall
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1119
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1834
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3767
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.6867[559.76915123019011015.7906865781697478.0684770170223911.48820099582031758.3171307218695]