Run
15212

Run 15212

Task 1769 (Supervised Classification) arrhythmia Uploaded 03-06-2014 by Joaquin Vanschoren
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Flow

weka.MultiClassClassifierUpdateable_SGD(1)Weka implementation of MultiClassClassifierUpdateable
weka.MultiClassClassifierUpdateable_SGD(1)_M0
weka.MultiClassClassifierUpdateable_SGD(1)_R2.0
weka.MultiClassClassifierUpdateable_SGD(1)_S1
weka.MultiClassClassifierUpdateable_SGD(1)_Wweka.classifiers.functions.SGD
weka.SGD(1)_C0.001
weka.SGD(1)_E500
weka.SGD(1)_F0
weka.SGD(1)_L0.01
weka.SGD(1)_R1.0E-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.

19 Evaluation measures

Area under ROC curve
0.7365
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.5872
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.3716
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
-269.1581
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1166
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.0855
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
2260
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5856
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.6332
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.6332
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
1.3634
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2409
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.1723
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
911.0273[570.38606604167631014.4538012229739483.2321174670136908.64471704177161578.4200211333489]