Run
198138

Run 198138

Task 267 (Supervised Classification) diabetes Uploaded 27-02-2015 by Joaquin Vanschoren
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
0.7539
Per class
Cross-validation details (33% Holdout set)
F measure
0.7583
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4895
Cross-validation details (33% Holdout set)
KB relative information score
114.5194
Cross-validation details (33% Holdout set)
Mean absolute error
0.2451
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4589
Cross-validation details (33% Holdout set)
Number of instances
253
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7677
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7549
Cross-validation details (33% Holdout set)
Prior entropy
0.9335
Cross-validation details (33% Holdout set)
Recall
0.7549
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.534
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4813
Cross-validation details (33% Holdout set)
Root mean squared error
0.495
Cross-validation details (33% Holdout set)
Root relative squared error
1.0286
Cross-validation details (33% Holdout set)
SciMark benchmark
1313.9994
UserCPU time millis
40
Cross-validation details (33% Holdout set)
UserCPU time millis training
40
Cross-validation details (33% Holdout set)