Run
581578

Run 581578

Task 37 (Supervised Classification) diabetes Uploaded 07-06-2016 by Jan van Rijn
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Flow

weka.SMO_PolyKernel(11)J. Platt: Fast Training of Support Vector Machines using Sequential Minimal Optimization. In B. Schoelkopf and C. Burges and A. Smola, editors, Advances in Kernel Methods - Support Vector Learning, 1998. S.S. Keerthi, S.K. Shevade, C. Bhattacharyya, K.R.K. Murthy (2001). Improvements to Platt's SMO Algorithm for SVM Classifier Design. Neural Computation. 13(3):637-649. Trevor Hastie, Robert Tibshirani: Classification by Pairwise Coupling. In: Advances in Neural Information Processing Systems, 1998.
weka.PolyKernel(9)_E1.0
weka.PolyKernel(9)_C250007
weka.SMO_PolyKernel(11)_C1.0
weka.SMO_PolyKernel(11)_N0
weka.SMO_PolyKernel(11)_L0.001
weka.SMO_PolyKernel(11)_P1.0E-12
weka.SMO_PolyKernel(11)_V-1
weka.SMO_PolyKernel(11)_W1
weka.SMO_PolyKernel(11)_Kweka.classifiers.functions.supportVector.PolyKernel

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

0.7129
Per class
Cross-validation details (10-fold Crossvalidation)
0.7577
Per class
Cross-validation details (10-fold Crossvalidation)
0.455
Cross-validation details (10-fold Crossvalidation)
360.1638
Cross-validation details (10-fold Crossvalidation)
0.2318
Cross-validation details (10-fold Crossvalidation)
0.4545
Cross-validation details (10-fold Crossvalidation)
768
Per class
Cross-validation details (10-fold Crossvalidation)
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
0.7636
Per class
Cross-validation details (10-fold Crossvalidation)
0.7682
Cross-validation details (10-fold Crossvalidation)
0.9335
Cross-validation details (10-fold Crossvalidation)
0.7682
Per class
Cross-validation details (10-fold Crossvalidation)
0.51
Cross-validation details (10-fold Crossvalidation)
0.4766
Cross-validation details (10-fold Crossvalidation)
0.4814
Cross-validation details (10-fold Crossvalidation)
1.01
Cross-validation details (10-fold Crossvalidation)
1244.3666
20
Cross-validation details (10-fold Crossvalidation)
Cross-validation details (10-fold Crossvalidation)
20
Cross-validation details (10-fold Crossvalidation)