Stock Screener Based on Pattern Recognition: Returns up to 78.66% in 3 Months

July 19, 2025

Stock Screener

Stock Screener: The Fundamental Package includes our algorithmic forecasts for stocks screened by fundamental criteria. Our algorithms help you find the best opportunities for both long and short positions for the stocks within each fundamental screen. The stocks are selected according to five basic valuation categories:

  • P/E (price to earnings ratio)
  • PEG (price/earnings to growth ratio)
  • price-to-book ratio
  • price-to-sales ratio
  • short ratio

fundamentals
Package Name: Fundamental – High P/E Stocks
Recommended Positions: Long
Forecast Length: 3 Months (4/20/25 – 7/20/25)
I Know First Average: 26.62%
Stock Screener
Stock Screener chart

I Know First’s State of the Art Algorithm accurately forecasted 9 out of 10 trades in this Fundamental – High P/E Stocks Package for the 3 Months time period. KTOS was our best stock pick with a return of 78.66%. Additional high returns came from PLTR and COOP, at 63.7% and 35.27% respectively. With these notable trade returns, the package itself registered an average return of 26.62% compared to the S&P 500’s return of 19.2% for 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.

Fundamental