Run
247235

Run 247235

Task 4475 (Supervised Classification) chscase_census4 Uploaded 04-03-2015 by Joaquin Vanschoren
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Flow

weka.SGD(3)Weka implementation of SGD
weka.SGD(3)_F0
weka.SGD(3)_L0.01
weka.SGD(3)_R1.0E-4
weka.SGD(3)_E500
weka.SGD(3)_C0.001
weka.SGD(3)_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.

22 Evaluation measures

Area under ROC curve
0.4858
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.4504
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
-0.0289
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-51.2319
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.5058
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
4000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.48
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.4943
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9994
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.4943
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
1.0124
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.7112
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.423
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1360.5374
UserCPU time millis
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10 times 10-fold Crossvalidation)