DEVELOPMENT... OpenML
Run
201069

Run 201069

Task 4212 (Supervised Classification) vehicle_sensIT 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
0.6617
Per class
F measure
0.6602
Per class
Kappa
0.3234
KB relative information score
318668
Mean absolute error
0.3383
Mean prior absolute error
0.5
Number of instances
985280
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6646
Per class
Predictive accuracy
0.6617
Prior entropy
1
Recall
0.6617
Per class
Relative absolute error
0.6766
Root mean prior squared error
0.5
Root mean squared error
0.5816
Root relative squared error
1.1632
SciMark benchmark
924.3698
UserCPU time millis
72050
UserCPU time millis testing
540
UserCPU time millis training
71510