Run
6402

Run 6402

Task 40 (Supervised Classification) glass 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
0.6748
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3381
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1997
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1.8537
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2417
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
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
0.3818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4393
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.4393
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1423
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3456
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.065
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.0592[568.71232145344071014.1868590421574483.6674820550281913.71210817040291760.017229859821]