Run
227871

Run 227871

Task 1777 (Supervised Classification) breast-cancer Uploaded 01-03-2015 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
0.5821
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.6631
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.1739
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
232.295
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.3259
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4183
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1430
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
0.6565
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.6741
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.8796
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.6741
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.779
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.5709
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.2491
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
918.6005
UserCPU time millis
50
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (5 times 2-fold Crossvalidation)