DEVELOPMENT... OpenML
Run
199060

Run 199060

Task 4359 (Supervised Classification) fri_c1_100_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
0.575
Per class
F measure
0.5678
Per class
Kappa
0.148
KB relative information score
135.5909
Mean absolute error
0.43
Mean prior absolute error
0.4982
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5791
Per class
Predictive accuracy
0.57
Prior entropy
0.9975
Recall
0.57
Per class
Relative absolute error
0.863
Root mean prior squared error
0.4991
Root mean squared error
0.6557
Root relative squared error
1.3139
SciMark benchmark
889.3151
UserCPU time millis
10
UserCPU time millis training
10