DEVELOPMENT... OpenML
Run
199191

Run 199191

Task 4486 (Supervised Classification) fri_c4_250_50 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
0.5305
Per class
F measure
0.5278
Per class
Kappa
0.0603
KB relative information score
116.2094
Mean absolute error
0.4724
Mean prior absolute error
0.4968
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
0.5338
Per class
Predictive accuracy
0.5276
Prior entropy
0.9955
Recall
0.5276
Per class
Relative absolute error
0.9508
Root mean prior squared error
0.4984
Root mean squared error
0.6873
Root relative squared error
1.379
SciMark benchmark
940.3347
UserCPU time millis
50
UserCPU time millis training
50