DEVELOPMENT... OpenML
Run
199046

Run 199046

Task 4346 (Supervised Classification) fri_c2_100_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
0.5959
Per class
F measure
0.6071
Per class
Kappa
0.1947
KB relative information score
199.8719
Mean absolute error
0.389
Mean prior absolute error
0.4904
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
0.6063
Per class
Predictive accuracy
0.611
Prior entropy
0.9864
Recall
0.611
Per class
Relative absolute error
0.7932
Root mean prior squared error
0.4951
Root mean squared error
0.6237
Root relative squared error
1.2598
SciMark benchmark
889.3151
UserCPU time millis
20
UserCPU time millis training
20