DEVELOPMENT... OpenML
Run
198564

Run 198564

Task 3660 (Supervised Classification) disclosure_x_tampered 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
0.4918
Per class
F measure
0.3568
Per class
Kappa
-0.0161
KB relative information score
-18.1428
Mean absolute error
0.5136
Mean prior absolute error
0.4999
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4566
Per class
Predictive accuracy
0.4864
Prior entropy
0.9999
Recall
0.4864
Per class
Relative absolute error
1.0273
Root mean prior squared error
0.5
Root mean squared error
0.7167
Root relative squared error
1.4334
SciMark benchmark
930.5999
UserCPU time millis
50
UserCPU time millis testing
10
UserCPU time millis training
40