Run
195815

Run 195815

Task 2332 (Supervised Classification) BNG(cmc) Uploaded 26-02-2015 by Joaquin Vanschoren
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Flow

weka.SMO_PolyKernel(10)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(8)_E1.0
weka.PolyKernel(8)_C250007
weka.SMO_PolyKernel(10)_C1.0
weka.SMO_PolyKernel(10)_N0
weka.SMO_PolyKernel(10)_L0.001
weka.SMO_PolyKernel(10)_P1.0E-12
weka.SMO_PolyKernel(10)_V-1
weka.SMO_PolyKernel(10)_W1
weka.SMO_PolyKernel(10)_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

0.6572
Per class
Cross-validation details (33% Holdout set)
0.5181
Per class
Cross-validation details (33% Holdout set)
0.2506
Cross-validation details (33% Holdout set)
4541.8798
Cross-validation details (33% Holdout set)
0.3655
Cross-validation details (33% Holdout set)
0.4306
Cross-validation details (33% Holdout set)
18247
Per class
Cross-validation details (33% Holdout set)
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
0.5177
Per class
Cross-validation details (33% Holdout set)
0.5195
Cross-validation details (33% Holdout set)
1.5387
Cross-validation details (33% Holdout set)
0.5195
Per class
Cross-validation details (33% Holdout set)
0.8488
Cross-validation details (33% Holdout set)
0.464
Cross-validation details (33% Holdout set)
0.4645
Cross-validation details (33% Holdout set)
1.0013
Cross-validation details (33% Holdout set)
1337.7959
1681590
Cross-validation details (33% Holdout set)
90
Cross-validation details (33% Holdout set)
1681500
Cross-validation details (33% Holdout set)