diff --git a/code/expt/bgt_cmp_hue.py b/code/expt/bgt_cmp_hue.py index 440d06c..5e3859d 100644 --- a/code/expt/bgt_cmp_hue.py +++ b/code/expt/bgt_cmp_hue.py @@ -41,7 +41,7 @@ def main(args): lmdk_lib.plot_init() # The x axis plt.xticks(x_i, np.array(lmdks_pct, int)) - plt.xlabel('Landmarks percentage') # Set x axis label. + plt.xlabel('Landmarks (%)') # Set x axis label. plt.xlim(x_i.min() - x_margin, x_i.max() + x_margin) # The y axis plt.ylabel('Mean absolute error (kWh)') # Set y axis label. @@ -68,20 +68,18 @@ def main(args): # Uniform rls_data_u, bgts_u = lmdk_bgt.uniform_cons(seq, lmdks, epsilon) - # lmdk_bgt.validate_bgts(seq, lmdks, epsilon, bgts_u) mae_u[i] += lmdk_bgt.mae_cons(seq, rls_data_u)/args.iter # Adaptive rls_data_a, _, _ = lmdk_bgt.adaptive_cons(seq, lmdks, epsilon, .5, .5) mae_a[i] += lmdk_bgt.mae_cons(seq, rls_data_a)/args.iter - # Event # Calculate once + # Event if i == 0: rls_data_evt, _ = lmdk_bgt.uniform_cons(seq, seq[seq[:, 1] < lmdks_th[0]], epsilon) mae_evt += lmdk_bgt.mae_cons(seq, rls_data_evt)/args.iter # User - # Calculate once if i == 0: rls_data_usr, _ = lmdk_bgt.uniform_cons(seq, seq[seq[:, 1] < lmdks_th[len(lmdks_th)-1]], epsilon) mae_usr += lmdk_bgt.mae_cons(seq, rls_data_usr)/args.iter