DEVELOPMENT... OpenML
Run
198541

Run 198541

Task 3643 (Supervised Classification) sleuth_ex1714 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
0.7648
Per class
F measure
0.7438
Per class
Kappa
0.5035
KB relative information score
22.2177
Mean absolute error
0.2553
Mean prior absolute error
0.4894
Number of instances
47
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7876
Per class
Predictive accuracy
0.7447
Prior entropy
0.9852
Recall
0.7447
Per class
Relative absolute error
0.5217
Root mean prior squared error
0.4944
Root mean squared error
0.5053
Root relative squared error
1.022
SciMark benchmark
889.3151
UserCPU time millis
10
UserCPU time millis training
10