Machine Learning on TradingView!
Intelligent Series
As many of you know, I have been publishing a new series of indicators that use machine learning in order to determine the input values of the most popular, well-known and trusted technical indicators.
The algorithms test the performance over time of every input value to determine whether it is the most profitable.
Today, I made a breakthrough in the in-script optimizer that not only tests inputs profitability, but also drawdown and average trade to determine the most feasible values.
So far three intelligent indicators have been published.
1. Intelligent Moving Average (AI)
2. Intelligent Exponential Moving Average (AI)
3. Intelligent Volume-weighted Moving Average (AI)
Not only that, I am also publishing tools that allow you to view what input values the indicator is using at the current moment in time.
1. Optimised Moving Average
2. Optimised Exponential Moving Average
3. (COMING SOON) Optimised Volume-weighted Moving Average
Tools to back-test these indicators will also be published soon.
The Intelligent Volume-weighted Moving Average has produced the most remarkable results as volume provides a fundamental element for optimisation.
The Intelligent VWMA solves the moving average problem by adapting the period length to match the most profitable combination of volume-weighted moving averages in real time.
There are many lessons to be learned from the Intelligent VWMA . Most will come with time as it is still a new concept. Adopting the usefulness of this AI will change how we perceive moving averages to work. No matter what happens, the combination of these volume-weighted moving averages will be the most profitable.
This indicator does not change what has already been plotted and does not repaint in any way shape or form which means it is excellent for trading in real-time!
Ultimately, there are no limiting factors within the range of combinations that has been programmed. The volume-weighted moving averages will operate normally, but may change lengths in unexpected ways - maybe it knows something we don't?
As many of you know, I have been publishing a new series of indicators that use machine learning in order to determine the input values of the most popular, well-known and trusted technical indicators.
The algorithms test the performance over time of every input value to determine whether it is the most profitable.
Today, I made a breakthrough in the in-script optimizer that not only tests inputs profitability, but also drawdown and average trade to determine the most feasible values.
So far three intelligent indicators have been published.
1. Intelligent Moving Average (AI)
2. Intelligent Exponential Moving Average (AI)
3. Intelligent Volume-weighted Moving Average (AI)
Not only that, I am also publishing tools that allow you to view what input values the indicator is using at the current moment in time.
1. Optimised Moving Average
2. Optimised Exponential Moving Average
3. (COMING SOON) Optimised Volume-weighted Moving Average
Tools to back-test these indicators will also be published soon.
The Intelligent Volume-weighted Moving Average has produced the most remarkable results as volume provides a fundamental element for optimisation.
The Intelligent VWMA solves the moving average problem by adapting the period length to match the most profitable combination of volume-weighted moving averages in real time.
There are many lessons to be learned from the Intelligent VWMA . Most will come with time as it is still a new concept. Adopting the usefulness of this AI will change how we perceive moving averages to work. No matter what happens, the combination of these volume-weighted moving averages will be the most profitable.
This indicator does not change what has already been plotted and does not repaint in any way shape or form which means it is excellent for trading in real-time!
Ultimately, there are no limiting factors within the range of combinations that has been programmed. The volume-weighted moving averages will operate normally, but may change lengths in unexpected ways - maybe it knows something we don't?
Kenzing trading indicators for TradingView perform advanced real-time analysis of stock price trends and display alerts that are easy for the average Trader to interpret.
kenzing.com
kenzing.com
Related publications
Disclaimer
The information and publications are not meant to be, and do not constitute, financial, investment, trading, or other types of advice or recommendations supplied or endorsed by TradingView. Read more in the Terms of Use.