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\\u4ec0\\u4e48\\u662f\\u5916\\u6c47\\u7a81\\u7834\\u7b56\\u7565\\uff1f<\\\/h2>

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\\u7a81\\u7834 vs \\u7a81\\u7834\\u4ea4\\u6613<\\\/h2>

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\\u7a81\\u7834\\u4ea4\\u6613<\\\/td>\\u4ea4\\u6613\\u8005\\u62e5\\u6709\\u5165\\u573a\\u3001\\u6b62\\u635f\\u3001\\u76ee\\u6807\\u3001\\u98ce\\u9669\\u9650\\u5236\\u548c\\u53d6\\u6d88\\u89c4\\u5219<\\\/td>\\u5982\\u679c\\u70b9\\u5dee\\u3001\\u6ce2\\u52a8\\u6027\\u6216\\u65b0\\u95fb\\u98ce\\u9669\\u6539\\u53d8\\u4e86\\u6761\\u4ef6\\uff0c\\u8ba1\\u5212\\u4ecd\\u53ef\\u80fd\\u5931\\u6548<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div>

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1. \\u5173\\u952e\\u4f4d\\u8d28\\u91cf<\\\/td>\\u7a81\\u7834\\u524d\\uff0c\\u652f\\u6491\\u3001\\u963b\\u529b\\u3001\\u533a\\u95f4\\u3001\\u8d8b\\u52bf\\u7ebf\\u3001\\u901a\\u9053\\u6216\\u5f62\\u6001\\u8fb9\\u754c\\u975e\\u5e38\\u660e\\u786e<\\\/td>\\u5173\\u952e\\u4f4d\\u6e05\\u6670\\u53ef\\u89c1\\uff0c\\u800c\\u975e\\u4ef7\\u683c\\u79fb\\u52a8\\u540e\\u865a\\u6784<\\\/td><\\\/tr>
2. \\u5e02\\u573a\\u72b6\\u51b5<\\\/td>\\u5e02\\u573a\\u5904\\u4e8e\\u8d8b\\u52bf\\u3001\\u9707\\u8361\\u3001\\u6536\\u7f29\\u3001\\u6269\\u5f20\\u6216\\u4e0d\\u660e\\u786e\\u72b6\\u6001<\\\/td>\\u7a81\\u7834\\u7c7b\\u578b\\u7b26\\u5408\\u5e02\\u573a\\u72b6\\u51b5<\\\/td><\\\/tr>
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\\u6709\\u6548\\u533a\\u95f4\\u5bbd\\u5ea6<\\\/td>\\u81f3\\u5c11 1.00 ATR(14) \\u4e14\\u4e0d\\u8d85\\u8fc7 4.00 ATR(14)<\\\/td><\\\/tr>
\\u6536\\u7f29\\u8fc7\\u6ee4\\u5668<\\\/td>\\u524d 5 \\u6839\\u5df2\\u5b8c\\u6210\\u65e5 K \\u7ebf\\u7684\\u7ec4\\u5408\\u9ad8\\u4f4e\\u533a\\u95f4\\u4e0d\\u5f97\\u8d85\\u8fc7 20K \\u7ebf\\u533a\\u95f4\\u5bbd\\u5ea6\\u7684 0.80<\\\/td><\\\/tr>
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\\u6269\\u5f20\\u8fc7\\u6ee4\\u5668<\\\/td>\\u4fe1\\u53f7 K \\u7ebf\\u771f\\u5b9e\\u6ce2\\u5e45\\u81f3\\u5c11\\u4e3a 1.10 ATR(14)<\\\/td><\\\/tr>
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\\u6b62\\u635f<\\\/td>\\u8d85\\u51fa\\u7a81\\u7834\\u4fe1\\u53f7 K \\u7ebf\\u6781\\u503c\\uff0c\\u5e76\\u7559\\u6709 0.25 ATR(14) \\u7f13\\u51b2<\\\/td><\\\/tr>
\\u76ee\\u6807\\u6bd4\\u8f83<\\\/td>\\u81ea\\u5165\\u573a\\u8d77\\u56fa\\u5b9a 1.5R \\u76ee\\u6807<\\\/td><\\\/tr>
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\\u6700\\u5927\\u6301\\u4ed3\\u590d\\u76d8<\\\/td>\\u5165\\u573a\\u540e 20 \\u6839\\u65e5 K \\u7ebf<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div>\\n

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\\u70b9\\u5dee<\\\/td>0.5\\u30011.5 \\u548c 3.0 pips<\\\/td><\\\/tr>
\\u6ed1\\u70b9<\\\/td>\\u5355\\u8fb9 0.1\\u30010.5 \\u548c 1.0 pips<\\\/td><\\\/tr>
\\u57fa\\u51c6\\u6bd4\\u8f83<\\\/td>1.5-pip \\u70b9\\u5dee\\u548c\\u5355\\u8fb9 0.5-pip \\u6ed1\\u70b9<\\\/td><\\\/tr>
\\u9694\\u591c\\u5229\\u606f\\u4e0e\\u5c55\\u671f<\\\/td>\\u672a\\u5305\\u542b<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div>\\n
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\\u5047\\u8bbe\\u6027\\u56de\\u6d4b\\u4f7f\\u7528\\u7684\\u662f 2016-06-29 \\u81f3 2026-06-29 \\u671f\\u95f4\\u53ef\\u7528\\u7684 yfinance \\u516c\\u5f00\\u65e5\\u7ebf OHLC \\u6570\\u636e\\u3002\\u57fa\\u51c6\\u6210\\u672c\\u5047\\u8bbe\\u4f7f\\u7528 1.5-pip \\u70b9\\u5dee\\u548c\\u5355\\u8fb9 0.5-pip \\u6ed1\\u70b9\\u3002\\u57fa\\u51c6\\u7ed3\\u679c\\u4e3a\\u8d1f\\uff0c\\u671f\\u671b\\u503c\\u4e3a -0.0898R\\uff0c\\u603b\\u51c0\\u7ed3\\u679c\\u4e3a -2.8741R\\u3002<\\\/p>

\\u6307\\u6807<\\\/th>\\u57fa\\u51c6\\u7ed3\\u679c<\\\/th><\\\/tr><\\\/thead>
\\u4ea4\\u6613\\u6b21\\u6570<\\\/td>32<\\\/td><\\\/tr>
\\u80dc\\u7387<\\\/td>25.0%<\\\/td><\\\/tr>
\\u5e73\\u5747\\u76c8\\u5229<\\\/td>1.37R<\\\/td><\\\/tr>
\\u5e73\\u5747\\u4e8f\\u635f<\\\/td>-0.5764R<\\\/td><\\\/tr>
\\u671f\\u671b\\u503c<\\\/td>-0.0898R<\\\/td><\\\/tr>
\\u83b7\\u5229\\u56e0\\u5b50<\\\/td>0.7922<\\\/td><\\\/tr>
\\u6700\\u5927\\u56de\\u64a4<\\\/td>-4.4815R<\\\/td><\\\/tr>
\\u6700\\u5dee\\u8fde\\u7eed\\u4e8f\\u635f<\\\/td>7<\\\/td><\\\/tr>
\\u5e73\\u5747\\u6301\\u4ed3\\u5468\\u671f<\\\/td>1.25 \\u6839\\u65e5 K \\u7ebf<\\\/td><\\\/tr>
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\\u603b\\u51c0\\u7ed3\\u679c<\\\/td>-2.8741R<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div>
\\u54c1\\u79cd<\\\/th>\\u4ea4\\u6613\\u6b21\\u6570<\\\/th>\\u80dc\\u7387<\\\/th>\\u671f\\u671b\\u503c<\\\/th>\\u83b7\\u5229\\u56e0\\u5b50<\\\/th>\\u6700\\u5927\\u56de\\u64a4<\\\/th>\\u603b\\u51c0 R<\\\/th><\\\/tr><\\\/thead>
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AUDUSD<\\\/td>5<\\\/td>0.0%<\\\/td>-0.4537R<\\\/td>0.0<\\\/td>-2.2254R<\\\/td>-2.2687R<\\\/td><\\\/tr>
USDCAD<\\\/td>2<\\\/td>50.0%<\\\/td>0.698R<\\\/td>22.2587<\\\/td>0.0R<\\\/td>1.396R<\\\/td><\\\/tr>
USDCHF<\\\/td>8<\\\/td>12.5%<\\\/td>-0.6676R<\\\/td>0.2015<\\\/td>-4.4232R<\\\/td>-5.3404R<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div>
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\\u70b9\\u5dee (pips)<\\\/th>\\u5355\\u8fb9\\u6ed1\\u70b9 (pips)<\\\/th>\\u671f\\u671b\\u503c<\\\/th>\\u83b7\\u5229\\u56e0\\u5b50<\\\/th>\\u6700\\u5927\\u56de\\u64a4<\\\/th>\\u603b\\u51c0 R<\\\/th><\\\/tr><\\\/thead>
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3.0<\\\/td>0.5<\\\/td>-0.1482R<\\\/td>0.6854<\\\/td>-5.9101R<\\\/td>-4.7438R<\\\/td><\\\/tr>
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      \\u6700\\u7ec8\\u68c0\\u67e5\\uff1a<\\\/strong>\\u53ea\\u6709\\u5f53\\u4ea4\\u6613\\u8005\\u80fd\\u591f\\u6e05\\u695a\\u89e3\\u91ca\\u5173\\u952e\\u4f4d\\u3001\\u786e\\u8ba4\\u65b9\\u5f0f\\u3001\\u5931\\u6548\\u70b9\\u3001\\u76ee\\u6807\\u4ee5\\u53ca\\u53d6\\u6d88\\u4ea4\\u6613\\u7684\\u51c6\\u786e\\u6761\\u4ef6\\u65f6\\uff0c\\u5916\\u6c47\\u7a81\\u7834\\u7b56\\u7565\\u624d\\u7b97\\u51c6\\u5907\\u5c31\\u7eea\\u3002<\\\/div>\",\"backtesting\":{\"status\":\"completed_hypothetical_educational_backtest\",\"strategy_page\":\"Forex Breakout Strategy\",\"strategy_slug\":\"forex_breakout_strategy\",\"model_name\":\"Daily 20-Candle Range Close Breakout With ATR Expansion And 1.5R Target Review\",\"purpose\":\"Hypothetical educational review of one defined daily forex range-breakout rule model.\",\"data_source\":{\"provider\":\"yfinance\",\"data_type\":\"public daily OHLC\",\"broker_execution_data\":false,\"lookback\":\"about 10 calendar years if available\",\"warmup_data\":\"extra historical data used for indicator calculation before the review window\"},\"instruments\":[\"EURUSD\",\"GBPUSD\",\"USDJPY\",\"AUDUSD\",\"USDCAD\",\"USDCHF\"],\"timeframe\":\"daily\",\"rule_model\":{\"strategy_type\":\"daily horizontal range close-confirmation breakout\",\"range_definition\":[\"range high is the highest high of the previous 20 completed daily candles\",\"range low is the lowest low of the previous 20 completed daily candles\"],\"valid_range_filter\":[\"range width must be at least 1.00 ATR(14)\",\"range width must be no more than 4.00 ATR(14)\",\"the previous 5 completed daily candles must have a combined high-low range no more than 0.80 of the 20-candle range width\"],\"long_setup\":[\"signal candle closes above the prior 20-candle range high\",\"breakout close is at least 0.10 ATR(14) above the range high\",\"breakout close is not more than 1.25 ATR(14) above the range high\",\"signal candle true range is at least 1.10 ATR(14)\",\"signal candle closes in the upper 35% of its daily range\",\"entry long at the next daily open\"],\"short_setup\":[\"signal candle closes below the prior 20-candle range low\",\"breakdown close is at least 0.10 ATR(14) below the range low\",\"breakdown close is not more than 1.25 ATR(14) below the range low\",\"signal candle true range is at least 1.10 ATR(14)\",\"signal candle closes in the lower 35% of its daily range\",\"entry short at the next daily open\"],\"stop_rule\":\"stop is placed beyond the breakout signal candle extreme with a 0.25 ATR(14) buffer\",\"target_rule\":\"fixed 1.5R target from entry\",\"false_break_exit\":\"exit at daily close if price closes back inside the old 20-candle range after entry\",\"maximum_holding_period\":\"20 daily candles after entry\",\"same_candle_rule\":\"if stop and target are touched during the same daily candle, stop is recorded first\",\"position_sizing\":\"results are measured in R; no account balance, leverage, compounding, or lot sizing is simulated\"},\"cost_assumptions\":{\"spread_pips\":[0.5,1.5,3],\"slippage_pips_per_side\":[0.1,0.5,1],\"baseline\":{\"spread_pips\":1.5,\"slippage_pips_per_side\":0.5},\"swap_or_rollover\":\"not included\"},\"metrics_recorded\":[\"number_of_trades\",\"win_rate_percent\",\"average_win_r\",\"average_loss_r\",\"expectancy_r\",\"profit_factor\",\"max_drawdown_r\",\"worst_losing_streak\",\"average_holding_period_bars\",\"median_holding_period_bars\",\"total_net_r\",\"pair_level_metrics\",\"direction_level_metrics\",\"spread_slippage_sensitivity\",\"exit_reason_counts\"],\"expected_output_files\":{\"trades_csv\":\"reports\\\/forex_breakout_strategy_trades.csv\",\"summary_json\":\"reports\\\/forex_breakout_strategy_backtest_results.json\"},\"limitations\":[\"The backtest is hypothetical and educational, not a trading signal or a claim about live profitability.\",\"yfinance public daily OHLC data is not FXGlory broker execution data.\",\"Spread and slippage are assumptions, not broker-specific historical execution records.\",\"Swap, rollover, financing, margin changes, rejected orders, partial fills, weekend gaps, and liquidity quality are not included.\",\"Daily OHLC data cannot show the true intraday order of stop and target events; same-candle stop and target touches are treated conservatively as stop first.\",\"The model tests one daily range close-breakout rule, not breakout-and-retest entries, opening-range breakouts, squeeze systems, trendline breaks, channel breaks, news breakouts, or discretionary breakout confirmation.\",\"Changing the script, data source, spread, slippage, exits, holding period, range length, ATR thresholds, compression filter, or parameters requires regenerated results.\"],\"audit_trail\":[\"Keep the Python script with the article backtest record.\",\"Keep reports\\\/forex_breakout_strategy_trades.csv with the article backtest record.\",\"Keep reports\\\/forex_breakout_strategy_backtest_results.json with the article backtest record.\"]},\"backtest_results\":{\"strategy_slug\":\"forex_breakout_strategy\",\"strategy_page\":\"Forex Breakout Strategy\",\"model_name\":\"Daily 20-candle range close breakout with ATR expansion and 1.5R target review\",\"status\":\"completed_hypothetical_educational_backtest\",\"created_at_utc\":\"2026-06-29T11:04:47Z\",\"data_window_requested\":{\"start_date\":\"2016-06-29\",\"end_date\":\"2026-06-29\",\"warmup_start_date\":\"2015-05-26\",\"note\":\"Warmup data is used only for indicator calculation before the 10-year review window.\"},\"data_source\":\"yfinance public daily OHLC data\",\"instruments\":[\"EURUSD\",\"GBPUSD\",\"USDJPY\",\"AUDUSD\",\"USDCAD\",\"USDCHF\"],\"baseline_cost_assumption\":{\"spread_pips\":1.5,\"slippage_pips_per_side\":0.5,\"swap_or_rollover\":\"not included\"},\"rule_model\":{\"market\":\"major forex pairs available through yfinance synthetic FX tickers\",\"data_interval\":\"daily public yfinance data\",\"timeframe\":\"daily\",\"strategy_type\":\"daily horizontal range close-confirmation breakout\",\"range_definition\":\"range high is the highest high and range low is the lowest low of the previous 20 completed daily candles\",\"valid_range_filter\":\"range width must be between 1.0 and 4.0 ATR(14)\",\"compression_filter\":\"previous 5 completed daily candles must have a combined high-low range no more than 0.8 of the 20-candle range width\",\"long_rule\":\"completed daily close above the range high by at least 0.1 ATR(14) and no more than 1.25 ATR(14), signal true range at least 1.1 ATR(14), and close in the upper 35% of the candle range\",\"short_rule\":\"completed daily close below the range low by at least 0.1 ATR(14) and no more than 1.25 ATR(14), signal true range at least 1.1 ATR(14), and close in the lower 35% of the candle range\",\"entry\":\"next daily open after the completed breakout candle\",\"stop\":\"beyond the breakout signal candle extreme with a 0.25 ATR(14) buffer\",\"target\":\"fixed 1.5R target from entry\",\"false_break_exit\":\"exit at daily close if price closes back inside the old 20-candle range after entry\",\"maximum_holding_period\":\"20 daily candles after entry\",\"same_bar_rule\":\"if daily high\\\/low touches both stop and target in the same candle, stop is recorded first\",\"position_sizing\":\"results are measured in R; no account balance, leverage, or position-size compounding is simulated\"},\"overall_baseline_metrics\":{\"number_of_trades\":32,\"win_rate_percent\":25,\"average_win_r\":1.37,\"average_loss_r\":-0.5764,\"expectancy_r\":-0.0898,\"profit_factor\":0.7922,\"max_drawdown_r\":-4.4815,\"worst_losing_streak\":7,\"average_holding_period_bars\":1.25,\"median_holding_period_bars\":1,\"total_net_r\":-2.8741},\"pair_level_baseline_metrics\":{\"AUDUSD\":{\"number_of_trades\":5,\"win_rate_percent\":0,\"average_win_r\":null,\"average_loss_r\":-0.4537,\"expectancy_r\":-0.4537,\"profit_factor\":0,\"max_drawdown_r\":-2.2254,\"worst_losing_streak\":5,\"average_holding_period_bars\":1.8,\"median_holding_period_bars\":1,\"total_net_r\":-2.2687},\"EURUSD\":{\"number_of_trades\":10,\"win_rate_percent\":40,\"average_win_r\":1.3395,\"average_loss_r\":-0.4195,\"expectancy_r\":0.2841,\"profit_factor\":2.1288,\"max_drawdown_r\":-1.188,\"worst_losing_streak\":4,\"average_holding_period_bars\":1.1,\"median_holding_period_bars\":1,\"total_net_r\":2.8411},\"GBPUSD\":{\"number_of_trades\":3,\"win_rate_percent\":33.33,\"average_win_r\":1.3929,\"average_loss_r\":-0.0577,\"expectancy_r\":0.4259,\"profit_factor\":12.0786,\"max_drawdown_r\":-0.0307,\"worst_losing_streak\":1,\"average_holding_period_bars\":1,\"median_holding_period_bars\":1,\"total_net_r\":1.2776},\"USDCAD\":{\"number_of_trades\":2,\"win_rate_percent\":50,\"average_win_r\":1.4617,\"average_loss_r\":-0.0657,\"expectancy_r\":0.698,\"profit_factor\":22.2587,\"max_drawdown_r\":0,\"worst_losing_streak\":1,\"average_holding_period_bars\":1,\"median_holding_period_bars\":1,\"total_net_r\":1.396},\"USDCHF\":{\"number_of_trades\":8,\"win_rate_percent\":12.5,\"average_win_r\":1.3479,\"average_loss_r\":-0.9555,\"expectancy_r\":-0.6676,\"profit_factor\":0.2015,\"max_drawdown_r\":-4.4232,\"worst_losing_streak\":4,\"average_holding_period_bars\":1,\"median_holding_period_bars\":1,\"total_net_r\":-5.3404},\"USDJPY\":{\"number_of_trades\":4,\"win_rate_percent\":25,\"average_win_r\":1.3996,\"average_loss_r\":-0.7265,\"expectancy_r\":-0.1949,\"profit_factor\":0.6422,\"max_drawdown_r\":-1.1456,\"worst_losing_streak\":3,\"average_holding_period_bars\":1.75,\"median_holding_period_bars\":1,\"total_net_r\":-0.7798}},\"direction_level_baseline_metrics\":{\"long\":{\"number_of_trades\":16,\"win_rate_percent\":25,\"average_win_r\":1.3373,\"average_loss_r\":-0.5037,\"expectancy_r\":-0.0434,\"profit_factor\":0.885,\"max_drawdown_r\":-2.4027,\"worst_losing_streak\":6,\"average_holding_period_bars\":1.19,\"median_holding_period_bars\":1,\"total_net_r\":-0.6951},\"short\":{\"number_of_trades\":16,\"win_rate_percent\":25,\"average_win_r\":1.4027,\"average_loss_r\":-0.6492,\"expectancy_r\":-0.1362,\"profit_factor\":0.7203,\"max_drawdown_r\":-3.975,\"worst_losing_streak\":5,\"average_holding_period_bars\":1.31,\"median_holding_period_bars\":1,\"total_net_r\":-2.179}},\"exit_reason_counts_baseline\":{\"false_break_close\":13,\"stop_first_same_bar\":1,\"stop_loss\":10,\"target_1_5r\":8},\"spread_slippage_sensitivity\":[{\"spread_pips\":0.5,\"slippage_pips_per_side\":0.1,\"number_of_trades\":32,\"win_rate_percent\":25,\"average_win_r\":1.4636,\"average_loss_r\":-0.5141,\"expectancy_r\":-0.0197,\"profit_factor\":0.9489,\"max_drawdown_r\":-3.7944,\"worst_losing_streak\":7,\"average_holding_period_bars\":1.25,\"median_holding_period_bars\":1,\"total_net_r\":-0.6305},{\"spread_pips\":0.5,\"slippage_pips_per_side\":0.5,\"number_of_trades\":32,\"win_rate_percent\":25,\"average_win_r\":1.422,\"average_loss_r\":-0.5418,\"expectancy_r\":-0.0509,\"profit_factor\":0.8748,\"max_drawdown_r\":-4.0998,\"worst_losing_streak\":7,\"average_holding_period_bars\":1.25,\"median_holding_period_bars\":1,\"total_net_r\":-1.6277},{\"spread_pips\":0.5,\"slippage_pips_per_side\":1,\"number_of_trades\":32,\"win_rate_percent\":25,\"average_win_r\":1.37,\"average_loss_r\":-0.5764,\"expectancy_r\":-0.0898,\"profit_factor\":0.7922,\"max_drawdown_r\":-4.4815,\"worst_losing_streak\":7,\"average_holding_period_bars\":1.25,\"median_holding_period_bars\":1,\"total_net_r\":-2.8741},{\"spread_pips\":1.5,\"slippage_pips_per_side\":0.1,\"number_of_trades\":32,\"win_rate_percent\":25,\"average_win_r\":1.4116,\"average_loss_r\":-0.5487,\"expectancy_r\":-0.0587,\"profit_factor\":0.8575,\"max_drawdown_r\":-4.1761,\"worst_losing_streak\":7,\"average_holding_period_bars\":1.25,\"median_holding_period_bars\":1,\"total_net_r\":-1.8769},{\"spread_pips\":1.5,\"slippage_pips_per_side\":0.5,\"number_of_trades\":32,\"win_rate_percent\":25,\"average_win_r\":1.37,\"average_loss_r\":-0.5764,\"expectancy_r\":-0.0898,\"profit_factor\":0.7922,\"max_drawdown_r\":-4.4815,\"worst_losing_streak\":7,\"average_holding_period_bars\":1.25,\"median_holding_period_bars\":1,\"total_net_r\":-2.8741},{\"spread_pips\":1.5,\"slippage_pips_per_side\":1,\"number_of_trades\":32,\"win_rate_percent\":25,\"average_win_r\":1.318,\"average_loss_r\":-0.611,\"expectancy_r\":-0.1288,\"profit_factor\":0.719,\"max_drawdown_r\":-5.3198,\"worst_losing_streak\":7,\"average_holding_period_bars\":1.25,\"median_holding_period_bars\":1,\"total_net_r\":-4.1206},{\"spread_pips\":3,\"slippage_pips_per_side\":0.1,\"number_of_trades\":32,\"win_rate_percent\":25,\"average_win_r\":1.3336,\"average_loss_r\":-0.6007,\"expectancy_r\":-0.1171,\"profit_factor\":0.7401,\"max_drawdown_r\":-4.9656,\"worst_losing_streak\":7,\"average_holding_period_bars\":1.25,\"median_holding_period_bars\":1,\"total_net_r\":-3.7467},{\"spread_pips\":3,\"slippage_pips_per_side\":0.5,\"number_of_trades\":32,\"win_rate_percent\":25,\"average_win_r\":1.292,\"average_loss_r\":-0.6283,\"expectancy_r\":-0.1482,\"profit_factor\":0.6854,\"max_drawdown_r\":-5.9101,\"worst_losing_streak\":7,\"average_holding_period_bars\":1.25,\"median_holding_period_bars\":1,\"total_net_r\":-4.7438},{\"spread_pips\":3,\"slippage_pips_per_side\":1,\"number_of_trades\":32,\"win_rate_percent\":25,\"average_win_r\":1.24,\"average_loss_r\":-0.6629,\"expectancy_r\":-0.1872,\"profit_factor\":0.6235,\"max_drawdown_r\":-7.0908,\"worst_losing_streak\":7,\"average_holding_period_bars\":1.25,\"median_holding_period_bars\":1,\"total_net_r\":-5.9903}],\"data_status\":{\"EURUSD\":{\"ticker\":\"EURUSD=X\",\"first_available_date\":\"2015-05-26\",\"last_available_date\":\"2026-06-29\",\"daily_rows_downloaded\":2887,\"raw_trades_before_cost_sensitivity\":10},\"GBPUSD\":{\"ticker\":\"GBPUSD=X\",\"first_available_date\":\"2015-05-26\",\"last_available_date\":\"2026-06-29\",\"daily_rows_downloaded\":2887,\"raw_trades_before_cost_sensitivity\":3},\"USDJPY\":{\"ticker\":\"JPY=X\",\"first_available_date\":\"2015-05-26\",\"last_available_date\":\"2026-06-29\",\"daily_rows_downloaded\":2887,\"raw_trades_before_cost_sensitivity\":4},\"AUDUSD\":{\"ticker\":\"AUDUSD=X\",\"first_available_date\":\"2015-05-26\",\"last_available_date\":\"2026-06-29\",\"daily_rows_downloaded\":2887,\"raw_trades_before_cost_sensitivity\":5},\"USDCAD\":{\"ticker\":\"CAD=X\",\"first_available_date\":\"2015-05-26\",\"last_available_date\":\"2026-06-29\",\"daily_rows_downloaded\":2887,\"raw_trades_before_cost_sensitivity\":2},\"USDCHF\":{\"ticker\":\"CHF=X\",\"first_available_date\":\"2015-05-26\",\"last_available_date\":\"2026-06-29\",\"daily_rows_downloaded\":2887,\"raw_trades_before_cost_sensitivity\":8}},\"output_files\":{\"trades_csv\":\"reports\\\/forex_breakout_strategy_trades.csv\",\"summary_json\":\"reports\\\/forex_breakout_strategy_backtest_results.json\"},\"audit_trail_note\":\"Keep this script, the exported trade log, and the exported summary JSON with the article backtest record. Regenerate the results if the script, data source, costs, exits, or parameters change.\",\"limitations\":[\"The backtest is hypothetical and educational, not a trading signal or a claim about live profitability.\",\"yfinance public daily OHLC data is not FXGlory broker execution data.\",\"Spread and slippage are assumptions, not broker-specific historical execution records.\",\"Swap, rollover, financing, margin changes, rejected orders, partial fills, weekend gaps, and liquidity quality are not included.\",\"Daily OHLC data cannot show the true intraday order of stop and target events; same-candle stop and target touches are treated conservatively as stop first.\",\"The model tests one daily range close-breakout rule, not breakout-and-retest entries, opening-range breakouts, squeeze systems, trendline breaks, channel breaks, news breakouts, or discretionary breakout confirmation.\",\"Changing the script, data source, spread, slippage, exits, holding period, range length, ATR thresholds, compression filter, or parameters requires regenerated results.\"],\"baseline_result_direction\":\"negative\"}}","footnotes":""},"class_list":["post-47132","knowledge_page","type-knowledge_page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/knowledge_page\/47132","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/knowledge_page"}],"about":[{"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/types\/knowledge_page"}],"author":[{"embeddable":true,"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/users\/14"}],"version-history":[{"count":1,"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/knowledge_page\/47132\/revisions"}],"predecessor-version":[{"id":47405,"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/knowledge_page\/47132\/revisions\/47405"}],"up":[{"embeddable":true,"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/knowledge_page\/46518"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/media\/51748"}],"wp:attachment":[{"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/media?parent=47132"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}