Run
6529

Run 6529

Task 47 (Supervised Classification) tae Uploaded 15-05-2014 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
0.616
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3344
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1213
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.4139
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4166
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
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
0.3704
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4106
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.4106
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9377
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4645
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9854
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.156[566.31191013187331013.9200573100866483.8854846559526911.17132945493631755.4912331040343]