The SMAIP3 strategy is a backtesting strategy for trading. It uses simple moving average (SMA) and exponential moving average (EMA) indicators to determine buy and sell signals. Here are the important parts of the strategy:
Buy Parameters:
Base number of candles for buying: 18
Buy trigger: SMA (Simple Moving Average)
Low offset: 0.968
Pair is bad 1 threshold: 0.130
Pair is bad 2 threshold: 0.075
Sell Parameters:
Base number of candles for selling: 26
High offset: 0.985
Sell trigger: EMA (Exponential Moving Average)
Stoploss: -0.23 (percentage)
ROI (Return on Investment) table:
0: 0.026 (percentage)
Trailing stop parameters:
Trailing stop: Enabled
Trailing only offset is reached: Enabled
Trailing stop positive: 0.003 (percentage)
Trailing stop positive offset: 0.018 (percentage)
Timeframe: 5 minutes
Sell signal usage: Enabled
Sell only for profit: Disabled
Ignore ROI (Return on Investment) if buy signal is present: Disabled
Process only new candles: Enabled
Startup candle count: 200
The strategy uses moving averages and other indicators to generate buy and sell signals based on the configured parameters.
It also includes logic for confirming trade exits and populating indicators, buy trends, and sell trends in the provided dataframe.
Note: This description is based on the code provided, and the actual behavior and performance of the strategy may vary depending on the market conditions and other factors.