Rename section to data-downloading, implement some feedback
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This page explains how to validate your strategy performance by using Backtesting.
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Backtesting requires historic data to be available.
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To learn how to get data for the pairs and exchange you're interrested in, head over to the [Data downloading](data-download.md) section of the documentation.
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To learn how to get data for the pairs and exchange you're interrested in, head over to the [Data Downloading](data-download.md) section of the documentation.
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## Test your strategy with Backtesting
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@ -164,13 +164,13 @@ here:
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The bot has made `429` trades for an average duration of `4:12:00`, with a performance of `76.20%` (profit), that means it has
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earned a total of `0.00762792 BTC` starting with a capital of 0.01 BTC.
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The column `avg profit %` shows the average profit for all trades made while the column `cum profit %` sums all the profits/losses.
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The column `avg profit %` shows the average profit for all trades made while the column `cum profit %` sums up all the profits/losses.
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The column `tot profit %` shows instead the total profit % in relation to allocated capital (`max_open_trades * stake_amount`).
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In the above results we have `max_open_trades=2 stake_amount=0.005` in config so `(76.20/100) * (0.005 * 2) =~ 0.00762792 BTC`.
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In the above results we have `max_open_trades=2` and `stake_amount=0.005` in config so `tot_profit %` will be `(76.20/100) * (0.005 * 2) =~ 0.00762792 BTC`.
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Your strategy performance is influenced by your buy strategy, your sell strategy, and also by the `minimal_roi` and `stop_loss` you have set.
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For example, if your minimal_roi is only `"0": 0.01`. You cannot expect the bot to make more profit than 1% (because it will sell every time a trade will reach 1%).
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For example, if your `minimal_roi` is only `"0": 0.01` you cannot expect the bot to make more profit than 1% (because it will sell every time a trade reaches 1%).
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```json
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"minimal_roi": {
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@ -179,8 +179,8 @@ For example, if your minimal_roi is only `"0": 0.01`. You cannot expect the bot
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```
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On the other hand, if you set a too high `minimal_roi` like `"0": 0.55`
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(55%), there is almost no chance that the bot will never reach this profit.
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Hence, keep in mind that your performance is a mix of the different elements of the strategy, your configuration, and the crypto-currency pairs you have set up.
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(55%), there is almost no chance that the bot will ever reach this profit.
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Hence, keep in mind that your performance is an integral mix of all different elements of the strategy, your configuration, and the crypto-currency pairs you have set up.
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### Assumptions made by backtesting
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@ -7,7 +7,7 @@ search will burn all your CPU cores, make your laptop sound like a fighter jet
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and still take a long time.
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Hyperopt requires historic data to be available, just as backtesting does.
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To learn how to get data for the pairs and exchange you're interrested in, head over to the [Data downloading](data-download.md) section of the documentation.
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To learn how to get data for the pairs and exchange you're interrested in, head over to the [Data Downloading](data-download.md) section of the documentation.
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!!! Bug
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Hyperopt will crash when used with only 1 CPU Core as found out in [Issue #1133](https://github.com/freqtrade/freqtrade/issues/1133)
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@ -11,7 +11,7 @@ nav:
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- Telegram: telegram-usage.md
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- Web Hook: webhook-config.md
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- REST API: rest-api.md
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- Data Download: data-download.md
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- Data Downloading: data-download.md
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- Backtesting: backtesting.md
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- Hyperopt: hyperopt.md
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- Edge positioning: edge.md
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