Run
542336

Run 542336

Task 3843 (Supervised Classification) optdigits Uploaded 23-03-2016 by Martijn Post
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_SGD(1)Weka implementation of AttributeSelectedClassifier
weka.SGD(4)_F0
weka.SGD(4)_L0.01
weka.SGD(4)_R1.0E-4
weka.SGD(4)_E500
weka.SGD(4)_C0.001
weka.SGD(4)_S1
weka.CfsSubsetEval(5)_P1
weka.CfsSubsetEval(5)_E1
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_SGD(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_SGD(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_SGD(1)_Wweka.classifiers.functions.SGD

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9463
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9842
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9125
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4975.7367
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0157
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.9841
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9843
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9843
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0856
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4139
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1870.7932
UserCPU time millis
280.8018
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
280.8018
Cross-validation details (10-fold Crossvalidation)