DEVELOPMENT... OpenML
Run
198646

Run 198646

Task 3742 (Supervised Classification) fri_c4_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
0.6495
Per class
F measure
0.6321
Per class
Kappa
0.2927
KB relative information score
27.6292
Mean absolute error
0.36
Mean prior absolute error
0.4982
Number of instances
100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6685
Per class
Predictive accuracy
0.64
Prior entropy
0.9975
Recall
0.64
Per class
Relative absolute error
0.7226
Root mean prior squared error
0.4991
Root mean squared error
0.6
Root relative squared error
1.2022
SciMark benchmark
1442.7264
UserCPU time millis
10
UserCPU time millis training
10