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 80 10 8 Class C=480.0 2.4 bt-mz.C.10 empirical 2.4 1 1.562222542010944 0.0131102615308021 0.0012329958666357 0.336765085080745 0.0401842121661457 -0.0059874127100653 0.0072382184759512 0.0033641000289657 0.0365546134466405 1.58483953613662 0.0046848531734447 6.01326145617e-05 0.0002749851245774 0.0119923561313785 0.0004109099953987 0.6004760201171926 0.354558293888554 0.0211958632077921 0.0049849693712826 0.0049849693712826 0.0261438203280152 0.0211848420537556 0.0049589782742597 6.87331376256e-05 0.0513410891299096 0.7409146796399277 0.7538797434713689 0.0129650638314411 1.748135035463942 0.993652019427092 0.6069612609570804 0.0001644276962667 7.4767031811e-06 3.663194443e-07 0.0012447439891456 8.2127326117e-06 0.0253345707692043 0.0265879889283198 0.0 0.0 1.4484713773e-06 4.391001512e-07 0.0 4.2013851401e-10 294.088 122.556 84.932 10 8 61183145897.89825491