DEVELOPMENT... OpenML
Run
199058

Run 199058

Task 4356 (Supervised Classification) cleveland 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
0.7967
Per class
F measure
0.7966
Per class
Kappa
0.5914
KB relative information score
1783.7583
Mean absolute error
0.2036
Mean prior absolute error
0.4966
Number of instances
3030
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7976
Per class
Predictive accuracy
0.7964
Prior entropy
0.9951
Recall
0.7964
Per class
Relative absolute error
0.41
Root mean prior squared error
0.4983
Root mean squared error
0.4513
Root relative squared error
0.9056
SciMark benchmark
940.3347
UserCPU time millis
30
UserCPU time millis training
30