DEVELOPMENT... OpenML
Run
199188

Run 199188

Task 4484 (Supervised Classification) fri_c3_100_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
0.6407
Per class
F measure
0.6498
Per class
Kappa
0.2874
KB relative information score
297.6532
Mean absolute error
0.344
Mean prior absolute error
0.4929
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6532
Per class
Predictive accuracy
0.656
Prior entropy
0.99
Recall
0.656
Per class
Relative absolute error
0.6979
Root mean prior squared error
0.4964
Root mean squared error
0.5865
Root relative squared error
1.1816
SciMark benchmark
1404.1865
UserCPU time millis
10
UserCPU time millis training
10