That's a good idea, regarding confluence it occurs to me to add a UI panel with signals from different time frames, for upside, downside and seasonality. It is a good idea and will be considered in your next updates. Your feedback is always valuable and you should not apologize for delivering constructive ideas, I thank you.

Note the brief comment "Input for the model".

However, now notice that the parameters included in the graph to perform the strategy along with the kNN model include the term "Strategy".

Your comment is useful to me because there may be clients who prefer to visualize other indicators in the strategy that complements the kNN model, your comment will be considered for future versions.

Hi Jim,

Indeed, this indicator includes a Parabolic SAR that is used as data to feed the kNN model. It is configurable in its parameters to also feed the kNN model with those parameters. All parameters that have the comment "Input" in their description are used to provide data to the model and train it. The parameters labeled "Strategy" are the ones you will see on the screen. Strategy refers to the confluence of indicator signals, such as the WWMA to visualize the trend, along with the MACD and the kNN model rating, that make up the strategy. However, the other indicators are solely intended to feed the model. If you prefer, in the future I can make the indicator display in the strategy the option to choose which indicator you can use to combine the strategy.

Thank you very much for your comment. I would like you to elaborate a little more on what you are raising and I will gladly consider your idea.