DEVELOPMENT... OpenML
Run
199372

Run 199372

Task 4561 (Supervised Classification) kdd_ipums_la_97-small 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
0.966
Per class
F measure
0.9671
Per class
Kappa
0.9295
KB relative information score
65077.4144
Mean absolute error
0.0329
Mean prior absolute error
0.466
Number of instances
70190
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9672
Per class
Predictive accuracy
0.9671
Prior entropy
0.9504
Recall
0.9671
Per class
Relative absolute error
0.0707
Root mean prior squared error
0.4827
Root mean squared error
0.1815
Root relative squared error
0.3759
SciMark benchmark
937.6212
UserCPU time millis
20210
UserCPU time millis testing
100
UserCPU time millis training
20110