DEVELOPMENT... OpenML
Run
199115

Run 199115

Task 4293 (Supervised Classification) pol 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
0.8774
Per class
F measure
0.8966
Per class
Kappa
0.7665
KB relative information score
113838.838
Mean absolute error
0.1026
Mean prior absolute error
0.4463
Number of instances
150000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8966
Per class
Predictive accuracy
0.8974
Prior entropy
0.921
Recall
0.8974
Per class
Relative absolute error
0.2299
Root mean prior squared error
0.4724
Root mean squared error
0.3203
Root relative squared error
0.6781
SciMark benchmark
1442.7264
UserCPU time millis
2750
UserCPU time millis testing
20
UserCPU time millis training
2730

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