Run
6239

Run 6239

Task 1 (Supervised Classification) anneal 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
0.9894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9902
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.975
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-658.1567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2567
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_04, x86_64, Mac OS X, 10.9.2]
Precision
0.9906
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.99
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.99
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.911
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3336
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1353.4029[953.39747372926411204.7233107961476677.22599981601631284.39007451603132647.277474197612]