mlbench.waveform           package:mlbench           R Documentation

_W_a_v_e_f_o_r_m _D_a_t_a_b_a_s_e _G_e_n_e_r_a_t_o_r (_w_r_i_t_t_e_n _i_n _C)

_D_e_s_c_r_i_p_t_i_o_n:

     The generated data set consists of 21 attributes with continuous
     values and a variable showing the 3 classes (33% for each of 3
     classes). Each class is generated from a combination of 2 of 3
     "base" waves.

_U_s_a_g_e:

       mlbench.waveform(n)

_A_r_g_u_m_e_n_t_s:

       n: number of patterns to create

_V_a_l_u_e:

     Returns an object of class '"mlbench.waveform"' with components 

       x: input values

 classes: factor vector of length 'n' with target classes

_R_e_f_e_r_e_n_c_e_s:

     Breiman, L. (1996). Bias, variance, and arcing classifiers. Tech.
     Rep. 460, Statistics Department, University of California,
     Berkeley, CA, USA.

_E_x_a_m_p_l_e_s:

       p<-mlbench.waveform(100)
       plot(p)

