DEVELOPMENT... OpenML
Run
199021

Run 199021

Task 4317 (Supervised Classification) fri_c1_250_25 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
0.5253
Per class
F measure
0.5376
Per class
Kappa
0.0513
KB relative information score
138.4319
Mean absolute error
0.4584
Mean prior absolute error
0.4897
Number of instances
2500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5357
Per class
Predictive accuracy
0.5416
Prior entropy
0.9852
Recall
0.5416
Per class
Relative absolute error
0.9361
Root mean prior squared error
0.4948
Root mean squared error
0.6771
Root relative squared error
1.3684
SciMark benchmark
1313.9994
UserCPU time millis
30
UserCPU time millis training
30