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ReinforcedAverageStrategy Strategy Performance Results
Description:
The Reinforced Average Strategy is a technical strategy designed to take advantage of moving average crossovers. This strategy uses Exponential Moving Averages (EMA) of 8 and 21 as well as a Simple Moving Average (SMA) of 50. The Bollinger bands indicator with a window of 20 and standard deviation of 2 is also used to help identify buy and sell signals.
When the MA(8) crosses above the MA(21) and the close price is above the SMA(50), a buy signal is triggered. When the MA(21) crosses above the MA(8), a sell signal is triggered. The strategy also uses the volume indicator, only triggering a signal if the volume is above 0.
The strategy also includes a stop-loss of -0.2, meaning that positions that reach a loss of 20% of the initial investment will automatically be sold-off. The strategy also supports trailing stop-loss, meaning that positions that reach a certain level of profit will be sold off. The strategy also supports setting a minimal-roi, which is the minimum expected return required before a position is opened.
Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| BTC/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| BCH/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| ETH/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| LINK/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| LTC/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| SOL/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| BNB/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| XRP/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| ADA/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| DOT/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| ETC/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| ALGO/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| LUNA/USDT | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 | |
| TOTAL | 0 | 0.00 | 0.00 | 0.000000 | 0.0 | 0:00 | 0 | 0 | 0 |
- Pair: This is the cryptocurrency trading pair that was used for the backtesting.
- Buys: This is the total number of buy orders placed during the backtesting.
- Avg Profit %: This is the average percentage of profit that was made on each buy order.
- Cum Profit: This is the cumulative profit made over all buy orders.
- Tot Profit Abs: This is the total absolute profit made over all buy orders.
- Tot Profit %: This is the total percentage of profit made over all buy orders.
- Avg Duration: This is the average duration of each buy order.
- Win: This is the total number of buy orders that resulted in a win.
- Draw: This is the total number of buy orders that resulted in a draw.
- Loss: This is the total number of buy orders that resulted in a loss.
- Win %: This is the percentage of buy orders that resulted in a win.
Sell Reason
| Sell Reason | Sells | Win | Draws | Loss | Avg Profit % | Cum Profit % | Tot Profit ABS | Tot Profit % |
|---|
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 0.0 trades per day. The starting balance was $100 and the final balance was $100, resulting in an absolute profit of $0 and a total profit percentage of 0.0. The average stake amount was $0 and the total trade volume was $0.0. The best pair was BTC/USDT and the worst pair was BTC/USDT. The maximum balance reached was $0 and the minimum balance was $0. The market change during this period was -0.019326491533727033.
| Metric | Value |
|---|---|
| Backtesting from | 2024-01-01 00:00:00 |
| Backtesting to | 2024-01-13 08:00:00 |
| Max open trades | 5 |
| Total/Daily Avg Trades | 0 / 0.0 |
| Starting balance | 100 |
| Final balance | 100 |
| Absolute profit | 0 |
| Total profit % | 0.0 |
| Avg. stake amount | 0 |
| Total trade volume | 0.0 |
| Best Pair | BTC/USDT |
| Worst Pair | BTC/USDT |
| Max Balance | 0 |
| Min Balance | 0 |
| Market Change | -0.019326491533727033 |
Config
{
"pairlists": [
{
"method": "StaticPairList"
}
],
"timeframe": "15m",
"tradable_balance_ratio": 0.99,
"fiat_display_currency": "USD",
"stake_amount": "unlimited",
"stake_currency": "USDT",
"amend_last_stake_amount": true,
"exchange": {
"pair_whitelist": [
"BTC/USDT",
"BCH/USDT",
"ETH/USDT",
"LINK/USDT",
"LTC/USDT",
"SOL/USDT",
"BNB/USDT",
"XRP/USDT",
"ADA/USDT",
"DOT/USDT",
"ETC/USDT",
"ALGO/USDT",
"LUNA/USDT"
],
"name": "binance"
},
"dry_run_wallet": 100,
"max_open_trades": 5
}