DEVELOPMENT... OpenML
Run
198083

Run 198083

Task 42 (Supervised Classification) haberman Uploaded 27-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.6121
Per class
F measure
0.7279
Per class
Kappa
0.2626
KB relative information score
93.8347
Mean absolute error
0.2451
Mean prior absolute error
0.39
Number of instances
306
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7285
Per class
Predictive accuracy
0.7549
Prior entropy
0.836
Recall
0.7549
Per class
Relative absolute error
0.6285
Root mean prior squared error
0.4412
Root mean squared error
0.4951
Root relative squared error
1.1222
SciMark benchmark
1318.1432
UserCPU time millis
40
UserCPU time millis training
40