koplsBasicClassify           package:kopls           R Documentation

_C_l_a_s_s_i_f_i_c_a_t_i_o_n _r_u_l_e _b_a_s_e_d _o_n _a _f_i_x_e_d _t_h_r_e_s_h_o_l_d

_D_e_s_c_r_i_p_t_i_o_n:

     Classification function that determines class belonging based on a
     fixed threshold rule.

_U_s_a_g_e:

     koplsBasicClassify(data, k)

_A_r_g_u_m_e_n_t_s:

    data: The predicted values (Yhat) 

       k: The pre-defined threshold 

_V_a_l_u_e:

     The predicted classes (integer value).

_A_u_t_h_o_r(_s):

     Max Bylesjo and Mattias Rantalainen

_R_e_f_e_r_e_n_c_e_s:

     Rantalainen M, Bylesjo M, Cloarec O, Nicholson JK, Holmes E and
     Trygg J. *Kernel-based orthogonal projections to latent structures
     (K-OPLS)*, _J Chemometrics_ 2007; 21:376-385.
     doi:10.1002/cem.1071.

_E_x_a_m_p_l_e_s:

