DEVELOPMENT... OpenML
Run
199001

Run 199001

Task 4301 (Supervised Classification) fri_c1_250_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
0.6259
Per class
F measure
0.6258
Per class
Kappa
0.2512
KB relative information score
621.7956
Mean absolute error
0.3744
Mean prior absolute error
0.4989
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6268
Per class
Predictive accuracy
0.6256
Prior entropy
0.9984
Recall
0.6256
Per class
Relative absolute error
0.7505
Root mean prior squared error
0.4994
Root mean squared error
0.6119
Root relative squared error
1.2252
SciMark benchmark
930.5999
UserCPU time millis
20
UserCPU time millis training
20