DEVELOPMENT... OpenML
Run
198765

Run 198765

Task 3869 (Supervised Classification) lymph 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
0.8153
Per class
F measure
0.8174
Per class
Kappa
0.6314
KB relative information score
93.2897
Mean absolute error
0.1824
Mean prior absolute error
0.4956
Number of instances
148
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8174
Per class
Predictive accuracy
0.8176
Prior entropy
0.9937
Recall
0.8176
Per class
Relative absolute error
0.3681
Root mean prior squared error
0.4978
Root mean squared error
0.4271
Root relative squared error
0.8581
SciMark benchmark
940.3347
UserCPU time millis
40
UserCPU time millis training
40