Trading strategy
The EA uses a custom indicator RSI_MAonRSI_Dual - the signal is the intersection of two indicator lines. The indicator is created on the specified timeframe 'Working timeframe' - the same timeframe is used to determine the moment of the birth of a new bar (if it is necessary for the parameters 'Trailing on ...' and 'Search signals on ...').
Trading signals:
We are waiting for the lines to cross ('Fast' and 'Slow'). If the crossing is below the '50.0' line, it is a signal to open a 'BUY' position, if it is above the '50.0' line , it is a signal to open a 'SELL' position.

Rice. 1. RSI_MAonRSI_Dual_EA (BUY signal)
Peculiarities:
Now more about each group of parameters:
Trading settings:
'Working timeframe' - working timeframe. The timeframe on which indicators are created and on which a new bar is searched. Stop Loss, Take Profit and Trailing are set in Points . Any of the parameters ('Stop Loss', 'Take Profit', 'Trailing Stop') can be disabled - for this, set the selected parameter to '0.0'. How trailing works is shown in the pictures in the TrailingStop code.
Position size management (lot calculation)
The lot can be either permanent ('Money management' set to 'Constant lot' and set the lot size to 'The value for "Money management"') and dynamic - in percent risk per trade ('Money management' set to 'Risk in percent for a deal' and set the risk percentage in 'The value for "Money management"'). You can also set a constant lot equal to the minimum lot - 'Money management' set to 'Lots Min'.
time control:
This section sets the time range for searching for trading signals. The time range is enabled via 'Use time control' and sets the time interval for searching for signals from 'Start Hour'::'Start Minute' to 'End Hour'::'End Minute'. The time range can be set both within the day and with the transition through the day. Does not affect trailing.
Additional features:
Flag 'Positions: Only one' set to 'true' allows the EA to have no more than one position in the market.
WARNING: 'Positions: Only one' set to 'true' does not override 'Positions: Close opposite' set to 'true'! In other words: the opposite position(s) will be closed first

The flag 'Positions: Reverse' is responsible for signal reversal. An interesting flag 'Positions: Close opposite' - when set to 'true' before opening a position, it is guaranteed to remove opposite positions. 'Print log' prints an extended log of all operations. The 'Freeze and StopsLevels Coefficient' parameter sets the coefficient for stop and freeze levels for cases when these levels for a symbol are equal to zero. The recommended value is '3'.
Multiple dynamic logistic regression first unsuccessful attempt
from the logistic regression Article, I welcome all the thoughts on how we can build multiple dynamic Logistic Regression
RSI_MAonRSI_Dual
Two indicators iRSI (Relative Strength Index, RSI) smoothed using iMA (Moving Average, MA)
Bollinger and Envelope candle extremes
Candle close above/below BB & Envelopes
Two MA Other TimeFrame Correct Intersection
Very simplified code: intersection of two custom indicators 'MA Other TimeFrame Correct'. There is no Stop Loss, Take Profit or Trailing.