DEVELOPMENT... OpenML
Run
198740

Run 198740

Task 3845 (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
0.8342
Per class
F measure
0.832
Per class
Kappa
0.6633
KB relative information score
199.8144
Mean absolute error
0.1683
Mean prior absolute error
0.4961
Number of instances
303
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8354
Per class
Predictive accuracy
0.8317
Prior entropy
0.9943
Recall
0.8317
Per class
Relative absolute error
0.3393
Root mean prior squared error
0.498
Root mean squared error
0.4103
Root relative squared error
0.8238
SciMark benchmark
1312.3073
UserCPU time millis
20
UserCPU time millis training
20