DEVELOPMENT... OpenML
Run
198473

Run 198473

Task 3575 (Supervised Classification) sleuth_ex2016 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
0.6381
Per class
F measure
0.6564
Per class
Kappa
0.2867
KB relative information score
26.4653
Mean absolute error
0.3333
Mean prior absolute error
0.4855
Number of instances
87
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6611
Per class
Predictive accuracy
0.6667
Prior entropy
0.9794
Recall
0.6667
Per class
Relative absolute error
0.6866
Root mean prior squared error
0.4925
Root mean squared error
0.5774
Root relative squared error
1.1722
SciMark benchmark
940.3347
UserCPU time millis
10
UserCPU time millis training
10