Run
100878

Run 100878

Task 259 (Supervised Classification) credit-approval Uploaded 08-12-2014 by Joaquin Vanschoren
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Flow

weka.SGD(2)Weka implementation of SGD
weka.SGD(2)_C0.001
weka.SGD(2)_E500
weka.SGD(2)_F0
weka.SGD(2)_L0.01
weka.SGD(2)_R1.0E-4
weka.SGD(2)_S1

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.

21 Evaluation measures

Area under ROC curve
0.8658
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.073
Cross-validation details (33% Holdout set)
Build memory
112504120
Cross-validation details (33% Holdout set)
F measure
0.8632
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7279
Cross-validation details (33% Holdout set)
KB relative information score
166.4639
Cross-validation details (33% Holdout set)
Mean absolute error
0.1366
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4978
Cross-validation details (33% Holdout set)
Number of instances
227
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8706
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8634
Cross-validation details (33% Holdout set)
Prior entropy
0.9913
Cross-validation details (33% Holdout set)
Recall
0.8634
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2743
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5008
Cross-validation details (33% Holdout set)
Root mean squared error
0.3695
Cross-validation details (33% Holdout set)
Root relative squared error
0.7379
Cross-validation details (33% Holdout set)
SciMark benchmark
926.786