Run
142379

Run 142379

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 02-01-2015 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_SMO_PolyKernel(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_SMO_PolyKernel(2)_I160
weka.AdaBoostM1_SMO_PolyKernel(2)_P100
weka.AdaBoostM1_SMO_PolyKernel(2)_S1
weka.AdaBoostM1_SMO_PolyKernel(2)_Wweka.classifiers.functions.SMO
weka.SMO_PolyKernel(7)_C1.0
weka.SMO_PolyKernel(7)_L0.001
weka.SMO_PolyKernel(7)_N0
weka.SMO_PolyKernel(7)_P1.0E-12
weka.SMO_PolyKernel(7)_V-1
weka.SMO_PolyKernel(7)_W1

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.

21 Evaluation measures

0.3458
Per class
Cross-validation details (10-fold Crossvalidation)
0.0804
Cross-validation details (10-fold Crossvalidation)
720632432.8
Cross-validation details (10-fold Crossvalidation)
0.5745
Per class
Cross-validation details (10-fold Crossvalidation)
-0.061
Cross-validation details (10-fold Crossvalidation)
-22.6478
Cross-validation details (10-fold Crossvalidation)
0.3429
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]
0.4986
Per class
Cross-validation details (10-fold Crossvalidation)
0.6778
Cross-validation details (10-fold Crossvalidation)
1.0305
Cross-validation details (10-fold Crossvalidation)
0.6778
Per class
Cross-validation details (10-fold Crossvalidation)
1.1945
Cross-validation details (10-fold Crossvalidation)
0.3755
Cross-validation details (10-fold Crossvalidation)
0.4159
Cross-validation details (10-fold Crossvalidation)
1.1076
Cross-validation details (10-fold Crossvalidation)
940.159