golubTrain            package:golubEsets            R Documentation

_T_r_a_i_n_i_n_g _S_e_t _f_r_o_m _t_h_e _G_o_l_u_b _P_a_p_e_r

_D_e_s_c_r_i_p_t_i_o_n:

     golubTrain is deprecated.  use Golub_Train instead.

     The data are from Golub et al. These are the training samples, 27
     patients  with acute lymphoblastic leukemia (ALL) and 11 patients
     with acute myeloid  leukemia (AML).  The samples were assayed
     using Affymetrix Hgu6800 chips and data on the  expression of 7129
     genes (Affymetrix probes) are available. The data were obtained
     from the Web site listed below and transformed slightly. They were
     installed in an 'exprSet'.

_U_s_a_g_e:

     data(golubTrain)
     data(Golub_Train)

_F_o_r_m_a_t:

     There are 11 covariates listed.

        *  'Samples': The original sample numbers.

        *  'ALL.AML': Whether the patient had AML or ALL.

        *  'BM.PB': Whether the sample was taken from bone marrow or
           from  peripheral blood.

        *  'T.B.cell': ALL arises from two different types of
           lymphocytes  (T-cell and B-cell). This specifies which for
           the ALL patients; it is 'NA' for the AML samples.

        *  'FAB': FAB classification.

        *  'Date': The date the sample was obtained.

        *  'Gender': The gender of the patient the sample was obtained
           from. 

        *  'pctBlasts': An estimate of the percentage of blasts.

        *  'Treatment': For the AML patient and indicator of whether
           the  treatment was a success.

        *  'PS': Prediction Strength.

        *  'Source': The institution that provided the samples. 

_S_o_u_r_c_e:

     <URL: http://www-genome.wi.mit.edu/mpr/data_set_ALL_AML.html>,
     after some anonymous Bioconductor massaging

_R_e_f_e_r_e_n_c_e_s:

     Molecular Classification of Cancer: Class Discovery and Class
     Prediction by  Gene Expression Monitoring, Science, 531-537, 1999,
     T. R. Golub and  D. K. Slonim and P. Tamayo and C. Huard and M.
     Gaasenbeek and  J. P. Mesirov and H. Coller and M.L. Loh and J. R.
     Downing and  M. A. Caligiuri and C. D. Bloomfield and E. S. Lander

_E_x_a_m_p_l_e_s:

        data(Golub_Train)
        Golub_Train

