DEVELOPMENT... OpenML
Run
198945

Run 198945

Task 4244 (Supervised Classification) prnn_crabs 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
0.995
Per class
F measure
0.995
Per class
Kappa
0.99
KB relative information score
1980
Mean absolute error
0.005
Mean prior absolute error
0.5
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9951
Per class
Predictive accuracy
0.995
Prior entropy
1
Recall
0.995
Per class
Relative absolute error
0.01
Root mean prior squared error
0.5
Root mean squared error
0.0707
Root relative squared error
0.1414
SciMark benchmark
889.3151
UserCPU time millis
10
UserCPU time millis testing
10