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 4 1 4 Class C=480.0 2.4 bt-mz.C.1 empirical 2.4 1 1.751249681808376 0.0152920479331846 0.0013546770534549 0.387780886081832 0.0404750069200573 -0.0071420956468864 0.0084960262873991 0.00385389125064 0.0332714719125047 1.774764869739769 0.0045335983301364 4.81233111095e-05 0.000279270872384 0.0080966527275264 0.0004361476589734 0.6917181993866132 0.3267574692371465 0.0261478635461725 0.0057950271529851 0.0057950271529851 0.0321940070478875 0.0263773739846864 0.0058166330632011 4.43593183293e-05 0.0486958914723348 0.8393690695437367 0.8547616745852327 0.015392605041496 1.844400892201211 0.9951187030551746 0.6866746135963384 9.22502487416e-05 9.04389596649e-05 2.802224307e-07 0.001351914975152 4.2377927205e-06 0.0307155480640537 0.0320686165699474 0.0 0.0 8.135671742e-07 4.420169464e-07 0.0 4.1922736238e-10 283.1408 106.9379 78.6431 1 4 931331330053.056256809