DEVELOPMENT... OpenML
Run
199065

Run 199065

Task 4364 (Supervised Classification) fri_c2_250_25 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
0.5764
Per class
F measure
0.5835
Per class
Kappa
0.1541
KB relative information score
390.2479
Mean absolute error
0.4144
Mean prior absolute error
0.4938
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5827
Per class
Predictive accuracy
0.5856
Prior entropy
0.9911
Recall
0.5856
Per class
Relative absolute error
0.8392
Root mean prior squared error
0.4969
Root mean squared error
0.6437
Root relative squared error
1.2956
SciMark benchmark
889.3151
UserCPU time millis
30
UserCPU time millis training
30