DEVELOPMENT... OpenML
Run
199247

Run 199247

Task 4550 (Supervised Classification) heart-c 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
0.8097
Per class
F measure
0.8112
Per class
Kappa
0.6194
KB relative information score
1872.7304
Mean absolute error
0.1888
Mean prior absolute error
0.4961
Number of instances
3030
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8112
Per class
Predictive accuracy
0.8112
Prior entropy
0.9943
Recall
0.8112
Per class
Relative absolute error
0.3806
Root mean prior squared error
0.498
Root mean squared error
0.4345
Root relative squared error
0.8724
SciMark benchmark
1313.9994
UserCPU time millis
20
UserCPU time millis training
20