Create Training Set

Train application_name system_name processors num_mpi num_omppn input frequency executable_name scenario frequency papi_tot_cyc papi_tot_ins papi_l1_tcm papi_l2_tcm papi_fml_ins papi_br_tkn papi_l2_ldm papi_l2_stm papi_fdv_ins papi_br_cn papi_tot_iis papi_ca_shr papi_ca_cln papi_ca_itv papi_br_ntk papi_br_msp papi_fp_ins papi_res_stl papi_l1_ldm papi_l1_stm papi_l2_tcw papi_l2_dca papi_l2_dcr papi_l2_dcw papi_l1_icm papi_br_ins papi_l1_dch papi_l1_dca papi_l1_dcm papi_l1_tca papi_l1_ica papi_fp_ops papi_l2_ica papi_tlb_dm papi_vec_ins papi_l2_dcm papi_l2_icm papi_l2_tch papi_l2_tca papi_ld_ins papi_sr_ins papi_tlb_im papi_hw_int papi_l3_tcm nruntime power_sys power_cpu power_mem num_mpi num_omppn scaling_factor
bt-mz.C systemg 6 1 6 Class C=480.0 2.4 bt-mz.C.1 empirical 2.4 1 1.63994523267526 0.0142382072795731 0.0013650477536015 0.3558593462591284 0.0380716643071873 -0.0065164431687049 0.0077576899666323 0.0035396303222265 0.0356408182534388 1.644812972547924 0.0055204269793921 6.25434066053e-05 0.0003610540936729 0.0081990846958899 0.0004032774398123 0.6370314362256122 0.3644827660333129 0.0236626506451914 0.0054327508058852 0.0054327508058852 0.0291661011172243 0.0237281281615627 0.0054379729556617 5.84836987664e-05 0.0492985181665481 0.7767150634765475 0.7910019708542327 0.0142869073776852 1.781569468859778 0.993902434135633 0.630427732304987 0.0001332741199469 8.48842913543e-05 2.629815406e-07 0.0014668429485216 8.9741624989e-06 0.0280720905829032 0.0293073811339204 0.0 0.0 1.1657926044e-06 4.495970039e-07 0.0 4.1952929335e-10 297.902 115.368 81.662 1 6 716883051475.24211613