DOI: 10.5281/zenodo.16839258
title: RAiSD-AI evaluation datasets

description: Simulated datasets used to train and test RAiSD-AI CNN models. 

Command line used for each dataset:

D1_neutral_train_sims1k.ms    ms 128 1000 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10100000000000000000 1

D1_neutral_test_sims1k.ms   ms 128 1000 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10100000000000000000 1

D1_selsweep_train_sims1k.ms    mssel 128 1000 0 128 trajectory2.txt 1000 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10100000000000000000 1

D1_selsweep_test_sims1k.ms    mssel 128 1000 0 128 trajectory2.txt 1000 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10100000000000000000 1

D2_neutral_train_sims1k.ms    ms 128 1000 -t 2000 -r 2000 2000 -eN .01000000000000000000 0.005 -eN .01200000000000000000 1

D2_neutral_test_sims1k.ms    ms 128 1000 -t 2000 -r 2000 2000 -eN .01000000000000000000 0.005 -eN .01200000000000000000 1

D2_selsweep_train_sims1k.ms    mssel 128 1000 0 128 trajectory48.txt 1000 -t 2000 -r 2000 2000 -eN .01000000000000000000 0.005 -eN .01200000000000000000 1

D2_selsweep_test_sims1k.ms    mssel 128 1000 0 128 trajectory48.txt 1000 -t 2000 -r 2000 2000 -eN .01000000000000000000 0.005 -eN .01200000000000000000 1

D3_neutal_train_sims1k.ms    ms 128 1000 -I 2 0 128 0.0 -en 0 2 0.05 -em 0 2 1 3 -t 2000 -r 2000 2000 -ej 0.003 1 2 -en 0.003 2 1

D3_neutal_test_sims1k.ms    ms 128 1000 -I 2 0 128 0.0 -en 0 2 0.05 -em 0 2 1 3 -t 2000 -r 2000 2000 -ej 0.003 1 2 -en 0.003 2 1

D3_selsweep_train_sims1k.ms    mssel 128 1000 0 128 trajectory_continent_island.txt 1000 -I 2 0 0 0 128 0.0 -en 0 2 0.05 -em 0 2 1 3 -t 2000 -r 2000 2000 -ej 0.003 1 2 -en 0.003 2 1

D3_selsweep_test_sims1k.ms    mssel 128 1000 0 128 trajectory_continent_island.txt 1000 -I 2 0 0 0 128 0.0 -en 0 2 0.05 -em 0 2 1 3 -t 2000 -r 2000 2000 -ej 0.003 1 2 -en 0.003 2 1

D4_neutral_train_sims1k.ms    ms 128 1000 -I 2 0 128 0.0 -en 0 2 0.05 -em 0 2 1 3 -t 2000 -r 2000 2000 -ej 3 1 2 -en 3 2 1

D4_neutral_test_sims1k.ms    ms 128 1000 -I 2 0 128 0.0 -en 0 2 0.05 -em 0 2 1 3 -t 2000 -r 2000 2000 -ej 3 1 2 -en 3 2 1

D4_selsweep_train_sims1k.ms    mssel 128 1000 0 128 trajectory_continent_island.txt 1000 -I 2 0 0 0 128 0.0 -en 0 2 0.05 -em 0 2 1 3 -t 2000 -r 2000 2000 -ej 3 1 2 -en 3 2 1

D4_selsweep_test_sims1k.ms    mssel 128 1000 0 128 trajectory_continent_island.txt 1000 -I 2 0 0 0 128 0.0 -en 0 2 0.05 -em 0 2 1 3 -t 2000 -r 2000 2000 -ej 3 1 2 -en 3 2 1

D5_neutral_train_sims1k.ms    msHOT 128 1000 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10040000000000000000 1 -v 1 950 1050 2

D5_neutral_test_sims1k.ms    msHOT 128 1000 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10040000000000000000 1 -v 1 950 1050 2

D5_selsweep_train_sims1k.mbs    mbs 128 -t 0.02 -r 0.02 -s 100000 50000 -f 1 1000 ./mbsFiles/traj -h ./mbsFiles/rechot_47500_52500_2.txt

D5_selsweep_test_sims1k.mbs    mbs 128 -t 0.02 -r 0.02 -s 100000 50000 -f 1 1000 ./mbsFiles/traj -h ./mbsFiles/rechot_47500_52500_2.txt

D6_neutral_train_sims1k.ms    msHOT 128 1000 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10040000000000000000 1 -v 1 950 1050 20

D6_neutral_test_sims1k.ms    msHOT 128 1000 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10040000000000000000 1 -v 1 950 1050 20

D6_selsweep_train_sims1k.mbs    mbs 128 -t 0.02 -r 0.02 -s 100000 50000 -f 1 1000 ./mbsFiles/traj -h ./mbsFiles/rechot_47500_52500_20.txt

D6_selsweep_test_sims1k.mbs    mbs 128 -t 0.02 -r 0.02 -s 100000 50000 -f 1 1000 ./mbsFiles/traj -h ./mbsFiles/rechot_47500_52500_20.txt

D7_neutral_train_sims1k.ms    msHOT 128 1000 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10040000000000000000 1 -v 1 950 1050 2

D7_neutral_test_sims1k.ms    msHOT 128 1000 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10040000000000000000 1 -v 1 950 1050 2

D7_selsweep_train_sims1k.mbs    mbs 128 -t 0.02 -r 0.02 -s 100000 30000 -f 1 1000 ./mbsFiles/traj -h ./mbsFiles/rechot_47500_52500_2.txt

D7_selsweep_test_sims1k.mbs    mbs 128 -t 0.02 -r 0.02 -s 100000 30000 -f 1 1000 ./mbsFiles/traj -h ./mbsFiles/rechot_47500_52500_2.txt

D8_neutral_train_sims1k.ms    msHOT 128 1000 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10040000000000000000 1 -v 1 950 1050 20

D8_neutral_test_sims1k.ms    msHOT 128 1000 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10040000000000000000 1 -v 1 950 1050 20

D8_selsweep_train_sims1k.mbs    mbs 128 -t 0.02 -r 0.02 -s 100000 30000 -f 1 1000 ./mbsFiles/traj -h ./mbsFiles/rechot_47500_52500_20.txt

D8_selsweep_test_sims1k.mbs    mbs 128 -t 0.02 -r 0.02 -s 100000 30000 -f 1 1000 ./mbsFiles/traj -h ./mbsFiles/rechot_47500_52500_20.txt