DEVELOPMENT... OpenML
Run
199307

Run 199307

Task 4611 (Supervised Classification) cm1_req 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
0.5537
Per class
F measure
0.709
Per class
Kappa
0.1215
KB relative information score
106.7777
Mean absolute error
0.2708
Mean prior absolute error
0.3518
Number of instances
890
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6964
Per class
Predictive accuracy
0.7292
Prior entropy
0.7794
Recall
0.7292
Per class
Relative absolute error
0.7698
Root mean prior squared error
0.4174
Root mean squared error
0.5204
Root relative squared error
1.2466
SciMark benchmark
869.6028