notebook 04, some pics

data/04_climb_features/feature_list.txt

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+angle
+total_holds
+hand_holds
+foot_holds
+start_holds
+finish_holds
+middle_holds
+is_nomatch
+mean_x
+mean_y
+std_x
+std_y
+range_x
+range_y
+min_y
+max_y
+start_height
+start_height_min
+start_height_max
+finish_height
+finish_height_min
+finish_height_max
+height_gained
+height_gained_start_finish
+bbox_area
+bbox_aspect_ratio
+bbox_normalized_area
+hold_density
+holds_per_vertical_foot
+left_holds
+right_holds
+left_ratio
+symmetry_score
+hand_left_ratio
+hand_symmetry
+upper_holds
+lower_holds
+upper_ratio
+max_hand_reach
+min_hand_reach
+mean_hand_reach
+std_hand_reach
+hand_spread_x
+hand_spread_y
+max_foot_spread
+mean_foot_spread
+foot_spread_x
+foot_spread_y
+max_hand_to_foot
+min_hand_to_foot
+mean_hand_to_foot
+std_hand_to_foot
+mean_hold_difficulty
+max_hold_difficulty
+min_hold_difficulty
+std_hold_difficulty
+median_hold_difficulty
+difficulty_range
+mean_hand_difficulty
+max_hand_difficulty
+std_hand_difficulty
+mean_foot_difficulty
+max_foot_difficulty
+std_foot_difficulty
+start_difficulty
+finish_difficulty
+hand_foot_ratio
+movement_density
+hold_com_x
+hold_com_y
+weighted_difficulty
+convex_hull_area
+convex_hull_perimeter
+hull_area_to_bbox_ratio
+min_nn_distance
+mean_nn_distance
+max_nn_distance
+std_nn_distance
+mean_neighbors_12in
+max_neighbors_12in
+clustering_ratio
+path_length_vertical
+path_efficiency
+difficulty_gradient
+lower_region_difficulty
+middle_region_difficulty
+upper_region_difficulty
+difficulty_progression
+max_difficulty_jump
+mean_difficulty_jump
+difficulty_weighted_reach
+max_weighted_reach
+mean_x_normalized
+mean_y_normalized
+std_x_normalized
+std_y_normalized
+start_height_normalized
+finish_height_normalized
+start_offset_from_typical
+finish_offset_from_typical
+mean_y_relative_to_start
+max_y_relative_to_start
+spread_x_normalized
+spread_y_normalized
+bbox_coverage_x
+bbox_coverage_y
+y_q25
+y_q50
+y_q75
+y_iqr
+holds_bottom_quartile
+holds_top_quartile
+display_difficulty
+angle_x_holds
+angle_x_difficulty
+angle_squared
+difficulty_x_height
+difficulty_x_density
+complexity_score
+hull_area_x_difficulty