DEVELOPMENT... OpenML
Run
199178

Run 199178

Task 4413 (Supervised Classification) house_8L 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
0.7317
Per class
F measure
0.8015
Per class
Kappa
0.5074
KB relative information score
117522.17
Mean absolute error
0.1875
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
0.8068
Per class
Predictive accuracy
0.8125
Prior entropy
0.8764
Recall
0.8125
Per class
Relative absolute error
0.4499
Root mean prior squared error
0.4565
Root mean squared error
0.433
Root relative squared error
0.9486
SciMark benchmark
930.5999
UserCPU time millis
1290
UserCPU time millis testing
20
UserCPU time millis training
1270