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NormalizerStrategyHO2 Strategy Performance Results
Description:
This strategy is called NormalizerStrategyHO2 and is an implementation of the IStrategy interface from the freqtrade library. It uses a set of indicators derived from Fischer's normalization technique to generate buy and sell signals for the strategy. Additionally, this strategy also implements a custom stoploss mechanism which allows for automatic profit taking or cutting losses if a certain parameter is reached. In addition, it also has a trailing stop feature built in which allows for trailing of profits or losses in order to maximize the gains or minimize possible losses. Overall, this strategy provides the user with a set of features tailored to generate profitable trades while mitigating risks.
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Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| LINK/USDT | 3 | 3.67 | 11.01 | 2.223941 | 2.22 | 18:00:00 | 2 | 0 | 1 | 66.67 |
| LUNA/USDT | 3 | 3.25 | 9.74 | 1.902438 | 1.9 | 19:20:00 | 2 | 0 | 1 | 66.67 |
| XRP/USDT | 3 | 2.74 | 8.23 | 1.654918 | 1.65 | 1 day, 3:00:00 | 3 | 0 | 0 | 100.00 |
| LTC/USDT | 4 | 0.44 | 1.77 | 0.350813 | 0.35 | 18:45:00 | 2 | 0 | 2 | 50.00 |
| 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 | |
| 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 | |
| ETC/USDT | 2 | -0.06 | -0.12 | -0.024213 | -0.02 | 16:30:00 | 1 | 0 | 1 | 50.00 |
| DOT/USDT | 1 | -1.51 | -1.51 | -0.308927 | -0.31 | 6:00:00 | 0 | 0 | 1 | 0.00 |
| ALGO/USDT | 1 | -1.70 | -1.70 | -0.348051 | -0.35 | 6:00:00 | 0 | 0 | 1 | 0.00 |
| ADA/USDT | 4 | -1.93 | -7.74 | -1.589714 | -1.59 | 16:30:00 | 1 | 1 | 2 | 25.00 |
| TOTAL | 21 | 0.94 | 19.68 | 3.861206 | 3.86 | 18:03:00 | 11 | 1 | 9 | 52.38 |
- 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 % |
|---|---|---|---|---|---|---|---|---|
| 12 | 11 | 1 | 0 | 3.49 | 41.86 | 8.370992619999999 | 8.37 | |
| 9 | 0 | 0 | 9 | -2.47 | -22.19 | -4.5097868199999995 | -4.44 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 1.75 trades per day. The starting balance was $100 and the final balance was $103.86120580000001, resulting in an absolute profit of $3.8612058 and a total profit percentage of 0.038612058. The average stake amount was $20.14912204761905 and the total trade volume was $423.131563. The best pair was LINK/USDT and the worst pair was ADA/USDT. The maximum balance reached was $103.86120580000001 and the minimum balance was $99.85700584. The market change during this period was 0.11590139720422982.
| Metric | Value |
|---|---|
| Backtesting from | 2024-01-01 00:00:00 |
| Backtesting to | 2024-01-13 14:00:00 |
| Max open trades | 5 |
| Total/Daily Avg Trades | 21 / 1.75 |
| Starting balance | 100 |
| Final balance | 103.86120580000001 |
| Absolute profit | 3.8612058 |
| Total profit % | 0.038612058 |
| Avg. stake amount | 20.14912204761905 |
| Total trade volume | 423.131563 |
| Best Pair | LINK/USDT |
| Worst Pair | ADA/USDT |
| Max Balance | 103.86120580000001 |
| Min Balance | 99.85700584 |
| Market Change | 0.11590139720422982 |
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
}