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- %%
- %read from file
- filename='datasample500.xlsx';
- data=xlsread(filename);
- input=data(:,1:12);
- oilOut=data(:,13);
- waterOut=data(:,14);
- liqOut=data(:,15);
- %gasOut=data(:,11);
- %%
- %train model
- type = 'function estimation';
- kernel='RBF_kernel';
- fold=10;
- [gam,sig2,cost] = tunelssvm({input,oilOut,type,[],
- [],kernel},'simplex','crossvalidatelssvm',{fold,'mse'});
- [alpha,b] = trainlssvm({input,oilOut,type,gam,sig2,kernel});
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