Historical Results Trending Metrics

[highlyprofitable108]

Description

The objective of this feature is to enhance user experience by providing insightful performance details in a visually appealing format. Specifically, the feature will focus on tracking and displaying total profit over time, as well as highlighting the most and least profitable weeks.

Key Components of the Feature:

1. Weekly Profit Tracking Graph:

   • Display a graph with profit on the x-axis and week number on the y-axis.
   • The graph should track cumulative weekly profit (e.g., Week 3’s value should be the sum of Weeks 1, 2, and 3).
   • This visual representation will allow users to easily understand profit trends over time.

2. Top 5 Most and Least Profitable Weeks Chart:

   • Create a chart that displays the top 5 most and least profitable weeks.
   • The chart should highlight the specific profit values for these weeks.
     • For example, if Week 10 had the highest profit at +1000, it should be ranked 1st in the most profitable weeks chart.

3. Model Accuracy Over Time

   • MSE and MAE Trends
   • Std Deviation Trends

[highlyprofitable108]

Weekly tracking done. No longer doing top and bottom 5

[highlyprofitable108]

Some formatting issues for another day but the implementation is complete.