DEVELOPMENT... OpenML
Run
199014

Run 199014

Task 4314 (Supervised Classification) fri_c1_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
0.6069
Per class
F measure
0.5611
Per class
Kappa
0.2038
KB relative information score
1618.9717
Mean absolute error
0.4146
Mean prior absolute error
0.4963
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6477
Per class
Predictive accuracy
0.5854
Prior entropy
0.9947
Recall
0.5854
Per class
Relative absolute error
0.8354
Root mean prior squared error
0.4981
Root mean squared error
0.6439
Root relative squared error
1.2926
SciMark benchmark
1404.1865
UserCPU time millis
50
UserCPU time millis training
50