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code: Real data fixes

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Manos Katsomallos 2021-10-13 17:37:54 +02:00
parent 8787499bdf
commit 835022109f
2 changed files with 14 additions and 14 deletions
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16
code/expt/copenhagen-sel.py
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@ -75,31 +75,31 @@ def main(args):
# Skip # Skip
rls_data_s, _ = lmdk_bgt.skip_cont(seq, lmdks, eps_out) rls_data_s, _ = lmdk_bgt.skip_cont(seq, lmdks, eps_out)
mae_s[i] += mae_cont(rls_data_s)/args.iter mae_s[i] += (lmdk_bgt.mae_cont(rls_data_s)/args.iter)*100
rls_data_s_sel, _ = lmdk_bgt.skip_cont(seq, lmdks_sel, eps_out) rls_data_s_sel, _ = lmdk_bgt.skip_cont(seq, lmdks_sel, eps_out)
mae_s_sel[i] += mae_cont(rls_data_s_sel)/args.iter mae_s_sel[i] += (lmdk_bgt.mae_cont(rls_data_s_sel)/args.iter)*100
# Uniform # Uniform
rls_data_u, _ = lmdk_bgt.uniform_cont(seq, lmdks, eps_out) rls_data_u, _ = lmdk_bgt.uniform_cont(seq, lmdks, eps_out)
mae_u[i] += mae_cont(rls_data_u)/args.iter mae_u[i] += (lmdk_bgt.mae_cont(rls_data_u)/args.iter)*100
rls_data_u_sel, _ = lmdk_bgt.uniform_cont(seq, lmdks_sel, eps_out) rls_data_u_sel, _ = lmdk_bgt.uniform_cont(seq, lmdks_sel, eps_out)
mae_u_sel[i] += mae_cont(rls_data_u_sel)/args.iter mae_u_sel[i] += (lmdk_bgt.mae_cont(rls_data_u_sel)/args.iter)*100
# Adaptive # Adaptive
rls_data_a, _, _ = lmdk_bgt.adaptive_cont(seq, lmdks, eps_out, .5, .5) rls_data_a, _, _ = lmdk_bgt.adaptive_cont(seq, lmdks, eps_out, .5, .5)
mae_a[i] += mae_cont(rls_data_a)/args.iter mae_a[i] += (lmdk_bgt.mae_cont(rls_data_a)/args.iter)*100
rls_data_a_sel, _, _ = lmdk_bgt.adaptive_cont(seq, lmdks_sel, eps_out, .5, .5) rls_data_a_sel, _, _ = lmdk_bgt.adaptive_cont(seq, lmdks_sel, eps_out, .5, .5)
mae_a_sel[i] += mae_cont(rls_data_a_sel)/args.iter mae_a_sel[i] += (lmdk_bgt.mae_cont(rls_data_a_sel)/args.iter)*100
# Calculate once # Calculate once
if pct == lmdks_pct[0]: if pct == lmdks_pct[0]:
# Event # Event
rls_data_evt, _ = lmdk_bgt.uniform_cont(seq, lmdks, epsilon) rls_data_evt, _ = lmdk_bgt.uniform_cont(seq, lmdks, epsilon)
mae_evt += mae_cont(rls_data_evt)/args.iter mae_evt += (lmdk_bgt.mae_cont(rls_data_evt)/args.iter)*100
elif pct == lmdks_pct[-1]: elif pct == lmdks_pct[-1]:
# User # User
rls_data_usr, _ = lmdk_bgt.uniform_cont(seq, lmdks, epsilon) rls_data_usr, _ = lmdk_bgt.uniform_cont(seq, lmdks, epsilon)
mae_usr += mae_cont(rls_data_usr)/args.iter mae_usr += (lmdk_bgt.mae_cont(rls_data_usr)/args.iter)*100
plt.axhline( plt.axhline(
y = mae_evt, y = mae_evt,

12
code/expt/t-drive-sel.py
View File

@ -94,21 +94,21 @@ def main(args):
# Skip # Skip
rls_data_s, _ = lmdk_bgt.skip(seq, lmdks, eps_out) rls_data_s, _ = lmdk_bgt.skip(seq, lmdks, eps_out)
mae_s[i] += (lmdk_bgt.mae(seq, rls_data_s)/args.iter)*100 mae_s[i] += lmdk_bgt.mae(seq, rls_data_s)/args.iter
rls_data_s_sel, _ = lmdk_bgt.skip(seq, lmdks_sel, eps_out) rls_data_s_sel, _ = lmdk_bgt.skip(seq, lmdks_sel, eps_out)
mae_s_sel[i] += (lmdk_bgt.mae(seq, rls_data_s_sel)/args.iter)*100 mae_s_sel[i] += lmdk_bgt.mae(seq, rls_data_s_sel)/args.iter
# Uniform # Uniform
rls_data_u, _ = lmdk_bgt.uniform_r(seq, lmdks, eps_out) rls_data_u, _ = lmdk_bgt.uniform_r(seq, lmdks, eps_out)
mae_u[i] += (lmdk_bgt.mae(seq, rls_data_u)/args.iter)*100 mae_u[i] += lmdk_bgt.mae(seq, rls_data_u)/args.iter
rls_data_u_sel, _ = lmdk_bgt.uniform_r(seq, lmdks_sel, eps_out) rls_data_u_sel, _ = lmdk_bgt.uniform_r(seq, lmdks_sel, eps_out)
mae_u_sel[i] += (lmdk_bgt.mae(seq, rls_data_u_sel)/args.iter)*100 mae_u_sel[i] += lmdk_bgt.mae(seq, rls_data_u_sel)/args.iter
# Adaptive # Adaptive
rls_data_a, _, _ = lmdk_bgt.adaptive(seq, lmdks, eps_out, .5, .5) rls_data_a, _, _ = lmdk_bgt.adaptive(seq, lmdks, eps_out, .5, .5)
mae_a[i] += (lmdk_bgt.mae(seq, rls_data_a)/args.iter)*100 mae_a[i] += lmdk_bgt.mae(seq, rls_data_a)/args.iter
rls_data_a_sel, _, _ = lmdk_bgt.adaptive(seq, lmdks_sel, eps_out, .5, .5) rls_data_a_sel, _, _ = lmdk_bgt.adaptive(seq, lmdks_sel, eps_out, .5, .5)
mae_a_sel[i] += (lmdk_bgt.mae(seq, rls_data_a_sel)/args.iter)*100 mae_a_sel[i] += lmdk_bgt.mae(seq, rls_data_a_sel)/args.iter
# Calculate once # Calculate once
if lmdk == min(data_info[d]['lmdks']): if lmdk == min(data_info[d]['lmdks']):