
#this file runs experiments in appendix section scaling parameter

# which methods
# ['Model Picker', 'Query by Committee', 'Structural Query by Committee', 'Random Sampling',
# 'Importance Weighted Active Learning', 'Efficient Active Learning',
# "active picker single policy","active picker identity","active picker test","contextual qbc","contextual iwal"])


#DRIFT
declare -a budget=(10 100 200 400 600 800)
declare -a which_methods=(1 1 0 1 1 0 1 1 0 1 1)
python -m experiments.run_experiment -dataset drift_contextual -stream_size 3000 -p 1 -num_reals 50 -budget ${budget[@]}  -which_methods ${which_methods[@]} > ./task9/task9_DRIFT.txt  &


# #CIFAR10
# declare -a budget=(10 50 100 200 400 600)
# declare -a which_methods=(1 1 0 1 1 0 1 1 0 1 1)
# python -m experiments.run_experiment -dataset cifar_contextual -stream_size 5000 -p 11 -num_reals 10 -budget ${budget[@]}  -which_methods ${which_methods[@]} > ./task9/task9_CIFAR.txt &


# # #HIV
# declare -a budget=(10 50 100 200 400 600)
# declare -a which_methods=(1 1 0 1 1 0 1 1 0 1 1)
# python -m experiments.run_experiment -dataset HIV_contextual -stream_size 4000 -p 0 -num_reals 50 -budget ${budget[@]}  -which_methods ${which_methods[@]} > ./task9/task9_HIV.txt &


# # VERTEBRAL
# declare -a budget=(2 12 20 40 50 60)
# declare -a which_methods=(1 1 0 1 1 0 1 1 0 1 1)
# python -m experiments.run_experiment -dataset VERTEBRAL_contextual -stream_size 80 -p 0 -num_reals 50 -budget ${budget[@]}  -which_methods ${which_methods[@]} >  ./task9/task9_VERTEBRAL.txt &
