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 56 7 8 Class C=480.0 2.4 bt-mz.C.7 empirical 2.4 1 1.58084760180677 0.0135870609674304 0.0012794546897307 0.3392545224237386 0.040441841358189 -0.0062664620634258 0.0075396974600499 0.0033939084554745 0.0368740000937245 1.593215637258938 0.0047556145724641 5.93707302592e-05 0.000280981202033 0.0108416869552484 0.0003764366600333 0.6070109534714965 0.352346270353474 0.0220094658559563 0.0052771904005992 0.0052771904005992 0.0269870639277189 0.0217617586303345 0.0052253052973844 6.50895074884e-05 0.0524440640904492 0.7435815568171844 0.7570876107006386 0.0135060538834541 1.751822819680667 0.9935292174922076 0.6073974068494965 0.0001413865450065 6.521992971e-06 3.457846503e-07 0.0012638008774552 7.8562925355e-06 0.0259814176651857 0.0272398345257756 0.0 0.0 1.2969312189e-06 4.532413688e-07 0.0 4.2245787471e-10 296.9286 121.7429 83.0229 7 8 84981990274.520926328