Run
8432

Run 8432

Task 34 (Supervised Classification) postoperative-patient-data 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

0.4494
Per class
Cross-validation details (10-fold Crossvalidation)
0.5574
Per class
Cross-validation details (10-fold Crossvalidation)
-0.1163
Cross-validation details (10-fold Crossvalidation)
-8.5456
Cross-validation details (10-fold Crossvalidation)
0.3086
Cross-validation details (10-fold Crossvalidation)
0.2871
Cross-validation details (10-fold Crossvalidation)
90
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]
0.491
Per class
Cross-validation details (10-fold Crossvalidation)
0.6444
Cross-validation details (10-fold Crossvalidation)
1.0305
Cross-validation details (10-fold Crossvalidation)
0.6444
Per class
Cross-validation details (10-fold Crossvalidation)
1.0752
Cross-validation details (10-fold Crossvalidation)
0.3755
Cross-validation details (10-fold Crossvalidation)
0.4006
Cross-validation details (10-fold Crossvalidation)
1.0669
Cross-validation details (10-fold Crossvalidation)
947.4316[565.39404163109531014.9881711071126482.7975877024999913.39368876640651760.5845701777503]