
# ['Model Picker', 'Query by Committee', 'Structural Query by Committee', 'Random Sampling',
#'Importance Weighted Active Learning', 'Efficient Active Learning',
#"Oracle","CAMS","CAMS-MAX","contextual qbc","contextual iwal"])

#VERTEBRAL
#declare -a budget=(2 12 20 30 35 40 45 50)
#declare -a which_methods=(0 0 0 0 0 0 1 1 1 0 0)

#python -m experiments.run_experiment -dataset VERTEBRAL_contextual -stream_size 130 -p 0 -num_reals 100 -budget ${budget[@]}  -which_methods ${which_methods[@]} 


#HIV
#declare -a budget=(20 50 100 200 2000)
#declare -a which_methods=(0 0 0 0 0 0 1 1 1 0 0)
#python -m experiments.run_experiment -dataset HIV_contextual -stream_size 4039 -p 0 -num_reals 100 -budget ${budget[@]}  -which_methods ${which_methods[@]} >tmp.txt


#DRIFT
#declare -a budget=(10 50 100 200 400 2000)
#declare -a which_methods=(0 0 0 0 0 0 1 1 1 0 0)

#python -m experiments.run_experiment -dataset drift_contextual -stream_size 3000 -p 1 -num_reals 100 -budget ${budget[@]}  -which_methods ${which_methods[@]} > DRIFT.txt  &
#python -m experiments.run_experiment -dataset drift_contextual -stream_size 3000 -p 1 -num_reals 50 -budget ${budget[@]}  -which_methods ${which_methods[@]} > zzz.txt  &



#CIFAR10
declare -a budget=(10 100 200 400 1000)
declare -a which_methods=(0 0 0 0 0 0 1 1 1 0 0)

python -m experiments.run_experiment -dataset cifar_contextual -stream_size 10000 -p 11 -num_reals 4 -budget ${budget[@]}  -which_methods ${which_methods[@]} > zzzcifar.txt &
#python -m experiments.run_experiment -dataset cifar_contextual -stream_size 10000 -p 11 -num_reals 20 -budget ${budget[@]}  -which_methods ${which_methods[@]} > cifar.txt
