DEVELOPMENT... OpenML
Run
199173

Run 199173

Task 4391 (Supervised Classification) house_16H 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
0.6433
Per class
F measure
0.7104
Per class
Kappa
0.2954
KB relative information score
60189.6668
Mean absolute error
0.285
Mean prior absolute error
0.4168
Number of instances
227840
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.707
Per class
Predictive accuracy
0.715
Prior entropy
0.8764
Recall
0.715
Per class
Relative absolute error
0.6838
Root mean prior squared error
0.4565
Root mean squared error
0.5338
Root relative squared error
1.1695
SciMark benchmark
940.3347
UserCPU time millis
2200
UserCPU time millis testing
20
UserCPU time millis training
2180