sustaining_gazes/matlab_version/AU_training/experiments/training_code/svr_train_linear.m

function [model] = svr_train_linear(train_labels, train_samples, hyper)
    % Change to your downloaded location
    addpath('C:\liblinear\matlab')
    
    comm = sprintf('-s 11 -B 1 -p %.10f -c %.10f -q', hyper.p, hyper.c);
    model = train(train_labels, train_samples, comm);
    model.success = hyper.success;
    
    if(isfield(hyper, 'eval_ids'))
        model.eval_ids = hyper.eval_ids;
    end    
    
end