DEVELOPMENT... OpenML
Run
199019

Run 199019

Task 4321 (Supervised Classification) pm10 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
0.5
Per class
F measure
0.4934
Per class
KB relative information score
-17.8456
Mean absolute error
0.5016
Mean prior absolute error
0.4999
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5001
Per class
Predictive accuracy
0.4984
Prior entropy
0.9998
Recall
0.4984
Per class
Relative absolute error
1.0035
Root mean prior squared error
0.4999
Root mean squared error
0.7082
Root relative squared error
1.4167
SciMark benchmark
889.3151
UserCPU time millis
30
UserCPU time millis training
30

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