Run
100925

Run 100925

Task 1791 (Supervised Classification) colic 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
0.7565
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Build CPU time
0.0593
Cross-validation details (5 times 2-fold Crossvalidation)
Build memory
158108511.2
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7716
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.5109
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
908.9426
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.2288
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1840
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7722
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7712
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7712
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.4908
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.4783
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.991
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
926.8365