DEVELOPMENT... OpenML
Run
198570

Run 198570

Task 3662 (Supervised Classification) fri_c4_1000_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
0.5386
Per class
F measure
0.363
Per class
Kappa
0.0686
KB relative information score
-53.724
Mean absolute error
0.516
Mean prior absolute error
0.4928
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7288
Per class
Predictive accuracy
0.484
Prior entropy
0.9896
Recall
0.484
Per class
Relative absolute error
1.047
Root mean prior squared error
0.4964
Root mean squared error
0.7183
Root relative squared error
1.4471
SciMark benchmark
1312.3073
UserCPU time millis
190
UserCPU time millis training
190