Run
246570

Run 246570

Task 1795 (Supervised Classification) credit-g 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
0.6593
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7237
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.3309
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
1544.1607
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.2706
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7203
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7294
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7294
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.644
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.5202
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.1352
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1340.1351
UserCPU time millis
160
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
10
UserCPU time millis training
150
Cross-validation details (5 times 2-fold Crossvalidation)