DEVELOPMENT... OpenML
Run
198679

Run 198679

Task 3779 (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
0.5917
Per class
F measure
0.559
Per class
Kappa
0.1737
KB relative information score
12.2168
Mean absolute error
0.43
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6136
Per class
Predictive accuracy
0.57
Prior entropy
0.99
Recall
0.57
Per class
Relative absolute error
0.8723
Root mean prior squared error
0.4964
Root mean squared error
0.6557
Root relative squared error
1.321
SciMark benchmark
1318.1432
UserCPU time millis
10
UserCPU time millis training
10