DEVELOPMENT... OpenML
Run
199067

Run 199067

Task 4365 (Supervised Classification) disclosure_x_tampered Uploaded 27-02-2015 by Felicia West
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Flow

weka.SPegasos(5)S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
weka.SPegasos(5)_F0
weka.SPegasos(5)_L1.0E-4
weka.SPegasos(5)_E500

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
0.497
Per class
F measure
0.4971
Per class
Kappa
-0.006
KB relative information score
-39.3987
Mean absolute error
0.5029
Mean prior absolute error
0.4999
Number of instances
6620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4971
Per class
Predictive accuracy
0.4971
Prior entropy
0.9999
Recall
0.4971
Per class
Relative absolute error
1.0059
Root mean prior squared error
0.5
Root mean squared error
0.7091
Root relative squared error
1.4184
SciMark benchmark
940.3347
UserCPU time millis
20
UserCPU time millis training
20