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# Parameters m, n = X. Shape k = 20 Theta = cp.Nzb IndexNzb IndexVariable ( n, k ) lam1 = 0.1 lam2 = 1 f = ep. Multiclasshingeloss ( Theta, X, y ) + lam1. cp.Norm1 ( Theta ) + lam2. cp. Sumsquares ( Theta ) prob = cp. Problem ( cp. Minimize ( f )) ep. Solve ( prob, verbose = True ) Theta0 = np.Array ( Theta. Value ) print 'Train accuracy:', accuracy ( np. Dot ( Theta0 ), axis = 1 ), y ) print 'T..