DEVELOPMENT... OpenML
Run
198626

Run 198626

Task 3727 (Supervised Classification) fri_c4_250_10 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
0.5569
Per class
F measure
0.5077
Per class
Kappa
0.1096
KB relative information score
18.645
Mean absolute error
0.46
Mean prior absolute error
0.498
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5823
Per class
Predictive accuracy
0.54
Prior entropy
0.9971
Recall
0.54
Per class
Relative absolute error
0.9238
Root mean prior squared error
0.499
Root mean squared error
0.6782
Root relative squared error
1.3593
SciMark benchmark
930.5999
UserCPU time millis
20
UserCPU time millis training
20