From 8269965452951b1fe653fa461a322bf7590b172c Mon Sep 17 00:00:00 2001 From: Lht97 Date: Sat, 21 Dec 2024 20:36:07 +0800 Subject: [PATCH] Make the plot of tunning more clear --- tests/tuning/plot_parameters.m | 33 ++++++++++++++++++++++----------- 1 file changed, 22 insertions(+), 11 deletions(-) diff --git a/tests/tuning/plot_parameters.m b/tests/tuning/plot_parameters.m index c6304e5..1d93510 100644 --- a/tests/tuning/plot_parameters.m +++ b/tests/tuning/plot_parameters.m @@ -87,9 +87,11 @@ function plot_parameters(parameters, solver, competitor, options) max_perf = max(perfs(:)); min_perf = min(perfs(:)); C = min_perf + (max_perf - min_perf) .* log(perfs - min_perf + 1) ./ log(max_perf - min_perf + 1); - surf(p1, p2, perfs, C, 'FaceColor','interp'); + surf(p1, p2, perfs, C, 'FaceColor','interp', 'FaceAlpha', 0.8, ... + 'EdgeColor', [0.2 0.2 0.2], 'LineWidth', 0.5); % 更深的灰色，更粗的线 else - surf(p1, p2, perfs, 'FaceColor','interp'); + surf(p1, p2, perfs, 'FaceColor','interp', 'FaceAlpha', 0.8, ... + 'EdgeColor', [0.2 0.2 0.2], 'LineWidth', 0.5); % 更深的灰色，更粗的线 end title(gca, strrep(feature_str, '_', '-')); @@ -101,22 +103,31 @@ function plot_parameters(parameters, solver, competitor, options) % Find the top 10 maximum values [~, idx] = maxk(perfs(:), 10); % Find the indices of the top 10 maximum values -% Set larger marker size -markerSize = 12; % Increase marker size -plot3(p1(idx), p2(idx), perfs(idx), 'o', 'MarkerSize', markerSize, ... - 'MarkerFaceColor', 'k', 'MarkerEdgeColor', 'k'); % Black solid circle +% 设置参数 +markerSize = 14; +labelFontSize = 12; -% Set larger font size for the labels -labelFontSize = 12; % Increase font size for the labels +% 添加一个微小的偏移以确保点在表面之上 +z_offset = (max(perfs(:)) - min(perfs(:))) * 0.001; -% Add text labels for the top 10 points at the center of the markers +% 使用深一点的灰色 +h_points = plot3(p1(idx), p2(idx), perfs(idx) + z_offset, 'o', 'MarkerSize', markerSize, ... + 'MarkerFaceColor', [0.2 0.2 0.2], 'MarkerEdgeColor', 'k'); + +% 添加标号 +h_text = zeros(length(idx), 1); for i = 1:length(idx) - % Place the label exactly on the point - text(p1(idx(i)), p2(idx(i)), perfs(idx(i)), num2str(i), ... + h_text(i) = text(p1(idx(i)), p2(idx(i)), perfs(idx(i)) + z_offset, num2str(i), ... 'VerticalAlignment', 'middle', 'HorizontalAlignment', 'center', ... 'Color', 'w', 'FontSize', labelFontSize, 'FontWeight', 'bold'); end +% 将点和文本移到最上层 +uistack(h_points, 'top'); +for i = 1:length(h_text) + uistack(h_text(i), 'top'); +end + view(3) % 3D view % Save fig saveas(FigHandle, fullfile(data_path, [param1_name, '_', param2_name, '_vs_performance_3d.fig']), 'fig');