DEVELOPMENT... OpenML
Run
198643

Run 198643

Task 3737 (Supervised Classification) fri_c3_250_50 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
0.5269
Per class
F measure
0.4331
Per class
Kappa
0.0487
KB relative information score
-14.9618
Mean absolute error
0.516
Mean prior absolute error
0.4908
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5562
Per class
Predictive accuracy
0.484
Prior entropy
0.9868
Recall
0.484
Per class
Relative absolute error
1.0513
Root mean prior squared error
0.4954
Root mean squared error
0.7183
Root relative squared error
1.4501
SciMark benchmark
889.3151
UserCPU time millis
80
UserCPU time millis training
80