Run
10030

Run 10030

Task 53 (Supervised Classification) vehicle Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.SMO_PolyKernel(1)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(1)_C250007
weka.PolyKernel(1)_E3.0
weka.SMO_PolyKernel(1)_C0.01
weka.SMO_PolyKernel(1)_Kweka.classifiers.functions.supportVector.PolyKernel
weka.SMO_PolyKernel(1)_L0.001
weka.SMO_PolyKernel(1)_N0
weka.SMO_PolyKernel(1)_P1.0E-12
weka.SMO_PolyKernel(1)_V-1
weka.SMO_PolyKernel(1)_W1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

0.8045
Per class
Cross-validation details (10-fold Crossvalidation)
0.6311
Per class
Cross-validation details (10-fold Crossvalidation)
0.5466
Cross-validation details (10-fold Crossvalidation)
286.9699
Cross-validation details (10-fold Crossvalidation)
0.3001
Cross-validation details (10-fold Crossvalidation)
0.3748
Cross-validation details (10-fold Crossvalidation)
846
Per class
Cross-validation details (10-fold Crossvalidation)
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
0.6594
Per class
Cross-validation details (10-fold Crossvalidation)
0.6596
Cross-validation details (10-fold Crossvalidation)
1.9991
Cross-validation details (10-fold Crossvalidation)
0.6596
Per class
Cross-validation details (10-fold Crossvalidation)
0.8007
Cross-validation details (10-fold Crossvalidation)
0.4329
Cross-validation details (10-fold Crossvalidation)
0.3835
Cross-validation details (10-fold Crossvalidation)
0.8858
Cross-validation details (10-fold Crossvalidation)
922.3905[563.38522762117461014.4538648883195483.88543266528814904.25666223356681645.9714299626996]