DEVELOPMENT... OpenML
Run
199226

Run 199226

Task 4525 (Supervised Classification) braziltourism 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
0.5758
Per class
F measure
0.703
Per class
Kappa
0.153
KB relative information score
189.7972
Mean absolute error
0.2956
Mean prior absolute error
0.3529
Number of instances
4120
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7017
Per class
Predictive accuracy
0.7044
Prior entropy
0.7771
Recall
0.7044
Per class
Relative absolute error
0.8377
Root mean prior squared error
0.4196
Root mean squared error
0.5437
Root relative squared error
1.2957
SciMark benchmark
937.6212
UserCPU time millis
40
UserCPU time millis training
40