Run
540358

Run 540358

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 22-03-2016 by Martijn Post
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Flow

weka.SGD(4)Weka implementation of SGD
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

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
0.9788
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9797
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.955
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37511.1391
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0204
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4514
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.9797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9796
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.9796
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0451
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1427
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3004
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1779.392
UserCPU time millis
3229.2207
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.6001
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3213.6206
Cross-validation details (10-fold Crossvalidation)