DEVELOPMENT... OpenML
Run
199083

Run 199083

Task 4383 (Supervised Classification) fri_c3_1000_5 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
0.6168
Per class
F measure
0.607
Per class
Kappa
0.2262
KB relative information score
1957.1871
Mean absolute error
0.393
Mean prior absolute error
0.4921
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6265
Per class
Predictive accuracy
0.607
Prior entropy
0.9886
Recall
0.607
Per class
Relative absolute error
0.7987
Root mean prior squared error
0.496
Root mean squared error
0.6269
Root relative squared error
1.2639
SciMark benchmark
940.3347
UserCPU time millis
70
UserCPU time millis training
70