DEVELOPMENT... OpenML
Run
199028

Run 199028

Task 4306 (Supervised Classification) cpu_small 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
0.8854
Per class
F measure
0.9083
Per class
Kappa
0.7812
KB relative information score
62969.3757
Mean absolute error
0.0911
Mean prior absolute error
0.4219
Number of instances
81920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9081
Per class
Predictive accuracy
0.9089
Prior entropy
0.8842
Recall
0.9089
Per class
Relative absolute error
0.2159
Root mean prior squared error
0.4593
Root mean squared error
0.3018
Root relative squared error
0.6571
SciMark benchmark
930.5999
UserCPU time millis
540
UserCPU time millis training
540