DEVELOPMENT... OpenML
Run
198949

Run 198949

Task 4247 (Supervised Classification) analcatdata_lawsuit 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
0.9481
Per class
F measure
0.9807
Per class
Kappa
0.8587
KB relative information score
2040.6124
Mean absolute error
0.0197
Mean prior absolute error
0.1363
Number of instances
2640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9814
Per class
Predictive accuracy
0.9803
Prior entropy
0.385
Recall
0.9803
Per class
Relative absolute error
0.1445
Root mean prior squared error
0.2585
Root mean squared error
0.1403
Root relative squared error
0.543
SciMark benchmark
889.3151
UserCPU time millis
10
UserCPU time millis training
10