DEVELOPMENT... OpenML
Run
199121

Run 199121

Task 4393 (Supervised Classification) houses 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
0.9606
Per class
F measure
0.9617
Per class
Kappa
0.9219
KB relative information score
190159.7775
Mean absolute error
0.0383
Mean prior absolute error
0.4907
Number of instances
206400
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9617
Per class
Predictive accuracy
0.9617
Prior entropy
0.9866
Recall
0.9617
Per class
Relative absolute error
0.078
Root mean prior squared error
0.4953
Root mean squared error
0.1957
Root relative squared error
0.3951
SciMark benchmark
1312.3073
UserCPU time millis
870
UserCPU time millis testing
20
UserCPU time millis training
850