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Run
18804

Run 18804

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 11-06-2014 by Felicia West
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weka.AdaBoostM1_SMO_PolyKernel(1)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(1)_I20
weka.AdaBoostM1_SMO_PolyKernel(1)_P100
weka.AdaBoostM1_SMO_PolyKernel(1)_S1
weka.AdaBoostM1_SMO_PolyKernel(1)_Wweka.classifiers.functions.SMO
weka.SMO_PolyKernel(5)_C1.0
weka.SMO_PolyKernel(5)_L0.001
weka.SMO_PolyKernel(5)_N0
weka.SMO_PolyKernel(5)_P1.0E-12
weka.SMO_PolyKernel(5)_V-1
weka.SMO_PolyKernel(5)_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

Area under ROC curve
0.3458
Per class
F measure
0.5745
Per class
Kappa
-0.061
KB relative information score
-22.6478
Mean absolute error
0.3429
Mean prior absolute error
0.2871
Number of instances
90
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4986
Per class
Predictive accuracy
0.6778
Prior entropy
1.0305
Recall
0.6778
Per class
Relative absolute error
1.1945
Root mean prior squared error
0.3755
Root mean squared error
0.4159
Root relative squared error
1.1076
SciMark benchmark
944.6101[564.29653665317711005.4552756626294484.3219757802961908.95975824819551760.0170946291457]

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