DEVELOPMENT... OpenML
Run
198698

Run 198698

Task 3798 (Supervised Classification) fri_c1_250_10 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
0.5529
Per class
F measure
0.5084
Per class
Kappa
0.1164
KB relative information score
47.8487
Mean absolute error
0.396
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6916
Per class
Predictive accuracy
0.604
Prior entropy
0.9898
Recall
0.604
Per class
Relative absolute error
0.8035
Root mean prior squared error
0.4964
Root mean squared error
0.6293
Root relative squared error
1.2677
SciMark benchmark
1325.2092
UserCPU time millis
30
UserCPU time millis training
30