Stock Forecasting Based on Artificial Neural Networks: Returns up to 358.29% in 1 Year
Stock Forecasting
Stock Forecasting: This algorithmic forecast is for stocks with recently reported insiders’ transactions. An “insider” is any person who possesses at least one of the following:
- access to valuable non-public information about a corporation (for example a company’s directors and high-level executives)
- ownership of more than 10% of the company’s equity

Package Name: Insider Trades
Recommended Positions: Long
Forecast Length: 1 Year (7/14/25 – 7/14/26)
I Know First Average: 65.49%


In this 1 Year forecast for the Insider Trades Package, there were many high performing trades and the algorithm correctly predicted 7 out of 10 trades. The highest trade return came from SIF, at 358.29%. MTSI and IESC had notable returns of 121.56% and 99.3%. The package had an overall average return of 65.49%, providing investors with a premium of 44.98% over the S&P 500’s return of 20.51% during the same period.
Algorithmic traders utilize these daily forecasts by the I Know First market prediction system as a tool to enhance portfolio performance, verify their own analysis and act on market opportunities faster. This forecast was sent to current I Know First subscribers.
How to interpret this diagram
Algorithmic Stock Forecast: The table on the left is a stock forecast produced by I Know First’s algorithm. Each day, subscribers receive forecasts for six different time horizons. Note that the top 10 stocks in the 1-month forecast may be different than those in the 1-year forecast. In the included table, only the relevant stocks have been included. The boxes are arranged according to their respective signal and predictability values (see below for detailed definitions). A green box represents a positive forecast, suggesting a long position, while a red represents a negative forecast, suggesting a short position.
Please note-for trading decisions use the most recent forecast. Get today’s forecast and Top stock picks.










