DEVELOPMENT... OpenML
Run
198731

Run 198731

Task 3826 (Supervised Classification) heart-h 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
0.8406
Per class
F measure
0.8449
Per class
Kappa
0.6675
KB relative information score
190.6782
Mean absolute error
0.1565
Mean prior absolute error
0.4614
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8483
Per class
Predictive accuracy
0.8435
Prior entropy
0.9439
Recall
0.8435
Per class
Relative absolute error
0.3391
Root mean prior squared error
0.4802
Root mean squared error
0.3956
Root relative squared error
0.8238
SciMark benchmark
937.6212
UserCPU time millis
30
UserCPU time millis training
30

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