DEVELOPMENT... OpenML
Run
199108

Run 199108

Task 4410 (Supervised Classification) autoHorse 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
0.953
Per class
F measure
0.9574
Per class
Kappa
0.9114
KB relative information score
1865.6791
Mean absolute error
0.0424
Mean prior absolute error
0.4821
Number of instances
2050
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9577
Per class
Predictive accuracy
0.9576
Prior entropy
0.9742
Recall
0.9576
Per class
Relative absolute error
0.088
Root mean prior squared error
0.4909
Root mean squared error
0.206
Root relative squared error
0.4197
SciMark benchmark
930.5999
UserCPU time millis
50
UserCPU time millis training
50