DEVELOPMENT... OpenML
Run
198595

Run 198595

Task 3687 (Supervised Classification) cal_housing 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
0.8222
Per class
F measure
0.8159
Per class
Kappa
0.6261
KB relative information score
12572.3081
Mean absolute error
0.1857
Mean prior absolute error
0.4824
Number of instances
20640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8267
Per class
Predictive accuracy
0.8143
Prior entropy
0.9745
Recall
0.8143
Per class
Relative absolute error
0.3848
Root mean prior squared error
0.4911
Root mean squared error
0.4309
Root relative squared error
0.8773
SciMark benchmark
889.3151
UserCPU time millis
1180
UserCPU time millis testing
20
UserCPU time millis training
1160

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