VSM Basket EA v1

VSM Basket EA v1 is a MetaTrader 4 Expert Advisor designed for structured basket trading with H1 trend confirmation, M1 arrow-based entries, news protection, average basket management, and a clean visual control panel.

The EA uses the VSM Indicator to identify the higher-timeframe trend and confirm entries using the lower-timeframe arrow signal. It is designed for rule-based trading instead of random grid entries.

Main Strategy

Buy logic:
H1 Trend = Buy
M1 Arrow = Buy

Sell logic:
H1 Trend = Sell
M1 Arrow = Sell

The EA opens a base trade only when the required trend and arrow conditions are matched. All active trades in the same direction are managed as one basket using the total-lot weighted average price.

Key Features

  1. H1 Trend + M1 Arrow Entry
    The EA uses higher-timeframe trend direction and lower-timeframe entry confirmation for cleaner trade selection.
  2. Basket Average Management
    Take profit, stop loss, lock profit, and trailing stop are calculated from the total-lot weighted average basket price.
  3. Negative Martingale
    If the base trade moves against the entry, the EA can place a negative martingale order between the base order price and the stop loss level using the same lot size.
  4. Profit Martingale
    When the basket reaches the selected average profit level, the EA can add a profit martingale order in the same direction. Basket TP, SL, lock profit, and trailing stop are recalculated from the new average price.
  5. Profit Lock and Trailing Protection
    The EA can lock minimum profit once the basket reaches the selected average profit level. After trailing starts, the stop loss only chases profit and does not move backward.
  6. News Filter
    The EA includes a ForexFactory/FairEconomy news filter to block entries during important economic events.
  7. EURUSD Ready
    This version is configured for EURUSD trading by default, with EUR and USD news filtering.
  8. Auto Lot Option
    The EA supports automatic lot calculation based on account balance. The default setting is adjustable from the inputs.
  9. Visual Panel
    The chart panel shows live trading details, including H1 trend, M1 arrow signal, news status, session status, basket average price, average profit, open orders, TP, SL, lock, trailing, and martingale status.

Minimum Recommended Balance

Minimum recommended account balance: 500 USD.

This minimum balance is recommended for safer testing and more stable basket management. Users with smaller accounts should reduce lot size and risk settings carefully. For better safety, start with a demo account first and use conservative inputs before using the EA on a real account.

Recommended Use

Recommended symbol: EURUSD
Recommended timeframe: M1
Minimum recommended balance: 500 USD
Recommended testing: Demo account first
Trading style: Basket trading with trend and arrow confirmation
News filter: Enabled

Important Inputs

Lot and Risk:
UseAutoLotByBalance
LotPer1000Balance
BaseLot
MaxSpreadPips
MaxOrdersPerDirection

Entry Settings:
VSMIndicatorName
H1SignalTimeframe
M1SignalTimeframe
BuyH1Buffer
BuyM1Buffer
SellH1Buffer
SellM1Buffer
SignalShift

Basket Management:
TakeProfitPips
StopLossPips
UseTotalLotWeightedAverage
ApplySameAverageSLTPToAllOrders
LockStartPips
LockProfitPips
TrailStartPips
TrailGapPips

Martingale Settings:
EnableNegativeMartingale
NegativeMGPercentToSL
EnableProfitMartingale
ProfitMGStepPips
MaxProfitMartingales
PreventStopLossReverse

News Settings:
UseNewsFilter
NewsRefreshSeconds
NewsCurrencies
BlockLowImpactNews
BlockMediumImpactNews
BlockHighImpactNews

Risk Warning

Trading forex involves high risk. Basket and martingale strategies can increase risk during strong one-direction market movements. There is no guarantee of profit. Backtest results and past performance do not guarantee future results. Always use proper risk management and test the EA carefully on a demo account before using it on a real account.

Setup Notes

To use the news filter, enable WebRequest in MetaTrader 4:

Tools > Options > Expert Advisors > Allow WebRequest for listed URL

Add these URLs:
https://nfs.faireconomy.media
https://www.forexfactory.com

The VSM Indicator must be installed in the MT4 Indicators folder before running the EA.


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道具準備就緒! ( 下載SETFILE ) 推出促銷活動: 目前價格只剩幾本! 最終價格:990$ 免費取得 1 個 EA(適用於 2 個交易帳號)-> 購買後聯絡我 Ultimate Combo Deal   ->   click here JOIN PUBLIC GROUP:   Click here Live Signal LATEST MANUAL 歡迎來到黃金收割者! 該 EA 以非常成功的 Goldtrade Pro 為基礎,設計為同時在多個時間框架上運行,並且可以選擇將交易頻率從非常保守到極端波動設定。 EA 使用多種確認演算法來找到最佳入場價格,並在內部運行多種策略來分散交易風險。 所有交易都有停損和止盈,但也使用追蹤停損和追蹤停盈來最小化風險並最大化每筆交易的潛力。 該系統建立在非常流行且經過驗證的策略之上:交易突破重要的支撐位和阻力位。   黃金非常適合這種策略,因為它是一種波動性很大的貨幣對。 系統根據您的帳戶規模和最大允許提款設定自動調整交易頻率和手數! 回測顯示出非常穩定的成長曲線,回撤非常可控且恢復很快。  該 EA 已針對黃金的最長可用期限進行了壓
Gold Trade Pro
Profalgo Limited
4.61 (23)
推出促銷活動! 僅剩幾本,449 美元! 下一個價格: 599$ 最終售價:999$ 免費取得 1 個 EA(適用於 2 個交易帳號)-> 購買後聯絡我 Ultimate Combo Deal   ->   click here New live signal:   https://www.mql5.com/en/signals/2084890 Live Signal high risk :  https://www.mql5.com/en/signals/2242498 Live Signal Set Prop Firm Set JOIN PUBLIC GROUP:   Click here Parameter overview Gold Trade Pro 加入了黃金交易 EA 俱樂部,但有一個很大的區別:這是一種真正的交易策略。 “真實交易策略”是什麼意思? 您可能已經註意到,市場上幾乎所有黃金 EA 都是簡單的網格/鞅系統,當市場與初始倉位相反時,該系統會添加交易。  它們通常偽裝成“神經網絡/人工智能/機器學習”,但如果您對外彙和 EA 有一點經驗,您可以輕鬆地將
Aura Neuron MT4
Stanislav Tomilov
4.67 (15)
Aura Neuron 是一款独特的 EA 交易系统,延续了 Aura 系列交易系统。通过利用先进的神经网络和尖端的经典交易策略,Aura Neuron 提供了一种具有出色潜在性能的创新方法。这款 EA 交易系统完全自动化,旨在交易 XAUUSD (GOLD) 等货币对。从 1999 年到 2023 年,它在这些货币对中表现出了一致的稳定性。该系统避免了危险的资金管理技术,例如马丁格尔、网格或剥头皮,使其适用于任何经纪商条件。Aura Neuron 由多层感知器 (MLP) 神经网络驱动,利用它来预测市场趋势和走势。MLP 是一种前馈人工神经网络 (ANN),通常被称为“原始”神经网络,尤其是当它们由单个隐藏层组成时。MLP 包括三个基本层:输入层、隐藏层和输出层。除输入节点外,每个神经元都使用非线性激活函数。该网络使用称为反向传播的监督学习技术进行训练。 MLP 的多层结构和非线性激活使其有别于线性感知器,使其能够识别数据中非线性可分的模式。通过其复杂的 NN 智能,Aura Neuron 能够识别模式并适应不断变化的市场条件,例如汇率或交易者行为的变化。其处理复杂数据的能力使其能够
Quantum King MT4
Bogdan Ion Puscasu
5 (5)
量子之王EA——智能力量,专为每位交易者打造 IMPORTANT! After the purchase please send me a private message to receive the installation manual and the setup instructions. 特价上市 实时信号:       点击这里 MT5版本:   点击此处 量子之王频道:       点击这里 ***购买 Quantum King MT4,即可免费获得 Quantum StarMan!*** 详情请私信咨询! 规则   你的交易精准而自律。 量子之王 EA     将结构化网格的优势和自适应马丁格尔策略的智能性融合到一个无缝系统中——专为 M5 上的 AUDCAD 而设计,适合希望实现稳定、可控增长的初学者和专业人士。 量子之王 EA     是一个为澳元/加元货币对在 M5 时间框架上开发的全自动交易系统。 它将网格策略的结构与马丁格尔策略的自适应恢复逻辑相结合,形成了一个能够智能管理所有市场阶段交易的系统。 专为易用性和一致性而设计   量子王
Vortex Gold MT4
Stanislav Tomilov
4.93 (43)
Vortex - 您对未来的投资 Vortex Gold EA 专家顾问专门用于在 Metatrader 平台上交易黄金(XAU/USD)。该 EA 使用专有指标和作者的秘密算法构建,采用全面的交易策略,旨在捕捉黄金市场中的盈利走势。其策略的关键组成部分包括 CCI 和抛物线指标等经典指标,这些指标共同作用,准确地发出理想的进入和退出点信号。Vortex Gold EA 的核心是先进的神经网络和机器学习技术。这些算法持续分析历史和实时数据,使 EA 能够更准确地适应和应对不断变化的市场趋势。通过利用深度学习,Vortex Gold EA 可以识别模式,自动调整指标参数,并随着时间的推移不断提高性能。Vortex Gold EA 是专有指标、机器学习和适应性交易算法的强大组合。使用 Vortex Gold EA 为您的未来投资。 售价 675 美元(还剩 2/10),下一个价格 795 美元 Live Monitoring  https://www.mql5.com/en/signals/2366351 Check out the live results in Profile >>
BB Return mt4
Leonid Arkhipov
4.89 (18)
BB Return — 一款用于黄金交易(XAUUSD)的智能交易系统(EA)。该交易思路最初来自我的 手动交易 经验。策略核心是价格回归 Bollinger Bands(布林通道) 区间,但并非机械式或每次触及即入场。针对黄金市场的特性,系统加入了额外过滤条件,用于剔除无效和低质量的市场环境,仅在回归逻辑真正成立时才开仓。   Global   update   on   June   14th   交易原则 — 系统不使用网格、马丁或加仓平均成本等风险策略。EA 可使用 固定手数 或 AutoRisk 自动风险 模式运行。BB Return 对点差、滑点及不同经纪商的报价方式不敏感,可在任何经纪商及多种账户类型下运行,包括 Standard、ECN、Pro、Raw、Razor 。系统不受交易时段限制,可 24 小时运行 。   $ 359   不是最终价格。 当前价格仅剩 5–7 个名额。 之后将上涨。 该EA限量提供,以保证策略的稳定性。 设置与交易频率 — 启动系统无需复杂设置,策略设计即基于 默认参数 运行,通常只需调整手数或 AutoRisk 模式。系统平均每年约执行
Adaptive Gold Scalper Important Pre-notice: This strategy requires a long period of practical verification, and favorable trading returns cannot be guaranteed in the short run. Traders must select brokers with ultra-low order latency, minimal slippage and zero/low stop level requirement; poor broker conditions will lead to disastrous trading results. I have over 14 years of professional trading experience.   With proper brokerage conditions and sufficient running time, this fully automated scalp
Aurum AI mt4
Leonid Arkhipov
4.94 (34)
更新 — 2025年12月 Aurum 交易系统于 2024 年 11 月底正式发布。 在这一整年里,它在真实市场环境中稳定运行,没有新闻过滤器,没有额外的防护限制,也没有复杂的交易约束 —— 依然保持了稳定与可靠的表现。 Live Signal (launch April 14, 2026) 这一年的真实交易充分证明了该交易系统本身的可靠性。 正是在真实数据与实际经验的基础上,我们于 2025 年 12 月发布了本次重大更新: 全面升级高级交易面板,并适配所有屏幕分辨率 新增扩展交易保护系统 新增基于 Forex Factory 的强力新闻过滤系统 新增两个额外过滤器,用于更精准的信号判断 全面优化执行速度与系统稳定性 新增安全的 Recovery 回本功能 图表主题升级为高级风格 关于 Aurum Aurum — 黄金交易高级 EA(XAU/USD) Aurum 是一款专为黄金市场打造的专业级交易 EA,核心目标是稳定性与安全性。系统基于趋势分析,并采用严格的风险控制机制。 本系统不使用任何危险交易方式 —— 不加仓、不网格、不马丁、不激进加仓。 每一笔交易都严格设置止损
GHS (Gann HiLo System ) is an expert advisor that trades the resumption of a trend after a pullback, using the Gann HiLo Activator as its directional reference. It does not chase price or try to anticipate reversals: it waits for the line to define a trend, waits for price to pull back against it, and enters only when the market clears the prior extreme of the move, confirming it wants to resume its direction. The Gann HiLo indicator is calculated inside the advisor itself, so no external indic
Forex Diamond EA
Lachezar Krastev
5 (5)
BUY 1 and GET 1 FREE - Promotion! Buy Forex Diamond EA with a huge –60% discount and GET 1 FREE EA by your choice! Promo Price: $217 (Regular Price: $547 — You Save $330!) After purchase contact me to get your GIFT EA! You can also contact me to get the list of available GIFT EAs! Live Results:   https://www.mql5.com/en/signals/2379493 Forex Diamond EA – Reliable Automated Trading Powered by Smart Algorithms Forex Diamond EA is a proven expert advisor designed to deliver consistent results us
One Gold MT4
Stanislav Tomilov
4.68 (19)
介绍 One Gold EA,这是 Meta Trader 平台上一种先进的黄金交易机器人,旨在帮助交易者进行高级市场分析。我们的专有技术利用神经网络和数据驱动算法来分析历史和实时黄金市场数据,提供有助于决策的见解。与传统的手动策略不同,One Gold EA 以最少的干预运行,简化了交易流程并旨在降低相关风险。虽然使用先进的神经插件可以增强机器人的分析能力,但需要注意的是,与任何交易工具一样,One Gold EA 并不保证盈利。然而,它被设计为具有通过提供更明智和数据支持的见解来提高交易绩效的潜力。One Gold EA 持续监控黄金市场,以检测人类交易者可能难以发现的模式和趋势。该系统能够适应各种市场条件,提供更一致的交易方法,尤其是在黄金交易等高度波动的环境中。无论您是经验丰富的交易员还是市场新手,One Gold EA 都旨在通过提供全面的市场分析和减少手动工作量来支持您的决策过程。虽然 One Gold EA 旨在简化交易体验,但将机器人与深思熟虑的交易计划和适当的风险管理策略结合使用至关重要。我们相信我们的技术有潜力为交易员提供支持,但鼓励负责任地使用和持续监控结果以获得
ORIX mt4
Leonid Arkhipov
4.75 (4)
ORIX System —— 一款专为 GBPUSD 货币对在 M5 时间周期上开发的交易机器人。该EA基于价格行为与市场结构分析,不使用任何标准技术指标。系统不使用马丁格尔、交易网格、逆势加仓、对冲、无止损交易,也不进行高频或混乱交易。 Live signals 主要要求与建议 交易品种:GBPUSD 时间周期:M5 最低入金:从 100 USD / EUR(最小交易手数 0.01) 经纪商:任何提供高质量报价的正规 ECN 经纪商 账户类型:ECN / RAW / Razor(支持 Netting 与 Hedging 模式) VPS:建议使用 VPS 以保证 EA 稳定、连续运行 推荐风险:每笔交易 1%–5%(风险基于单笔交易的止损计算) 参数设置:默认设置 交易逻辑与风险管理 策略类型:价格行为与市场结构分析,识别关键反转区域 不使用标准技术指标 每笔交易均带有强制止损 支持固定手数交易 支持 Auto Risk 自动风险模式 风险基于单笔交易的止损进行计算 推荐风险:每笔交易 1–5% GMT 参数 默认情况下,EA 使用最常见的服务器时间偏移:冬令时 GMT +2,
Poison Ivy
Janet Abu Khalil
5 (1)
Info: Working trading pairs :  XAUUSD, GOLD  Timeframe: H1 Min deposit: $100 Min leverage 1:20  Works with any broker, though an ECN broker is recommended Live signal :  https://www.mql5.com/en/signals/2382616 Features: No martingale No grid trading No averaging No dangerous money management techniques Hard stop loss and take profit for every trade Stable results since 1999 with 99.9% quality quotes Not sensitive to broker conditions Easy to install and use FTMO and Prop firm ready Complies wi
Forex GOLD Investor
Lachezar Krastev
4.39 (51)
BUY 1 and GET 1 FREE - Promotion! Buy Forex GOLD Investor with a huge –60% discount and GET 1 FREE EA by your choice! Promo Price: $217 (Regular Price: $547 — You Save $330! ) After purchase contact me to get your GIFT EA! You can also contact me to get the list of available GIFT EAs! Forex GOLD Investor is one of the best expert advisors developed to trade on GOLD(XAUUSD) in the forex market. Forex GOLD Investor consists of 3 trading systems . The first one is based on scalping trading strat
Wall Street Robot MT4
MQL TOOLS SL
5 (1)
Wall Street Robot is a   professional trading system   developed exclusively for US stock indices, focused on S&P500 and Dow Jones. These markets are known for their high liquidity, structured movements and strong reaction to global economic flows, making them ideal for algorithmic trading strategies based on precision and discipline. By concentrating only on these indices, the system is able to adapt closely to their behavior, volatility patterns and intraday dynamics, instead of trying to oper
XG Gold Robot MT4
MQL TOOLS SL
4.29 (42)
The XG Gold Robot MT4 is specially designed for Gold. We decided to include this EA in our offering after   extensive testing . XG Gold Robot and works perfectly with the   XAUUSD, GOLD, XAUEUR   pairs. XG Gold Robot has been created for all traders who like to   Trade in Gold   and includes additional a function that displays   weekly Gold levels   with the minimum and maximum displayed in the panel as well as on the chart, which will help you in manual trading. It’s a strategy based on  Price
Golden Mirage mt4
Michela Russo
4.7 (10)
Limited stock at the current price! Final price: $1999 --> PROMO: From $299 --> The price will go up every 5 purchases, next price : $399 Golden Mirage is a robust gold trading robot designed for traders who value reliability, simplicity, and professional-grade performance. Powered by a proven combination of RSI, Moving Average,  ADX, and High/Low Level  indicators, Golden Mirage delivers high-quality signals and fully automated trading on the M5 timeframe for XAUUSD (GOLD) . It features a robu
Iberian EA Ultimate - FX H4 is a fully automatic professional Forex expert advisor. This EA trades according to trends (NO scalping, NO martingale) This EA combines various strategies to verify the possibility of a trend and a series of global validations to give the final approval to the opening of the order Despite its complexity, detecting trends is not always the greatest difficulty, it is also necessary to know when to close the operation. In this case, the success of the EA is supported b
RiskShield Dragon   — Automated Multi-Currency Advisor Combining intelligent algorithms, robust protection mechanisms, and flexible configuration, **RiskShield Dragon** delivers consistent profits with minimal risk. --- ## Key Advantages * **Multi-Currency & Multi-Threaded**: Supports over 20 currency pairs (EURUSD, GBPUSD, USDJPY, AUDUSD, NZDJPY, and more) simultaneously on any timeframe. * **Minimum Deposit from 10,000**: Optimized for trading with a starting balance of 10,000 account uni
Dark Algo
Marco Solito
4.67 (69)
Last copy at 399$ -> next price 499$ Dark Algo  is a fully automatic Expert Advisor for Scalping Trading on Eurusd and Gbpusd . This Expert Advisor is based on the latest generation of algorithm and is highly customizable to suit your trading needs.  If you   Buy this Expert   Advisor you can   write a feedback   at market and   get   a second EA for   Free , for More info contact me The basic strategy of this EA is built on a sophisticated algorithm  that allows it to identify and follow market
Dynamic Pips MT4
Thi Thu Ha Hoang
5 (1)
️ 已 拥有   Boring Pips EA ? 您可享受   额外 30% 折扣 ! 联系我们了解更多: 如何申 请返现( rebate ) 特朗普的第二个任期 重新点燃了一波激进的贸易政策浪潮,首先是恢复了扰乱全球市场的大规模关税。 中东局势紧张升级 ,最近是 以色列与伊朗之间的对峙 ,这可能成为油价上涨的潜在诱因。 俄乌战争 仍在持续,毫无解决迹象,进一步加剧了地缘政治的不稳定。 经济民族主义 正在抬头,而全球合作正逐渐瓦解。 供应链依然脆弱 , 主要经济体的通胀压力 持续上升。 金融市场 比以往任何时候都更容易受冲击且难以预测。您真的为这种全新的市场环境制定好交易策略了吗? 在当前动荡的市场中,仅依靠传统策略已远远不够。 您需要的是一个 不依赖单一货币对的大波动 、能在多个机会中稳定获利的系统。 还需要 更智能的风险保护机制 ,在初步判断出错时及时止损。 最重要的是,您需要一个能 完全根据您的交易风格和风险偏好自由定制 的系统。 Dynamic Pips EA 正是为帮助交易者在 波动性高且不确定的市场 中生存和获利而设计,它提供了一个完整的三大支柱
Javier Gold Scalper V2
Felipe Jose Costa Pereira
5 (4)
Javier Gold Scalper:让我们的技术伴您左右! 手册和配置文件:购买后请联系我获取手册和配置文件 价格:根据已售许可数量逐步上涨 剩余可用副本:5 交易黄金这一金融市场上最具波动性的资产之一,需要极高的精准度、严谨的分析以及极其有效的风险管理。 Javier Gold Scalper 正是为整合这些核心要素而设计,打造出一个强大而复杂的系统,旨在优化黄金市场中的交易表现。借助尖端技术与先进策略,Golden Scalper 为初学者与专业交易者提供支持,使其能够安全应对挑战,把握这个动态市场中的各种机遇。有了 Golden Scalper,您将拥有一款专为应对黄金特性而开发的可靠工具。 交易品种 XAUUSD(黄金) 时间周期 M30 PropFirm 已准备好 起始资金 最低 $1000 经纪商 任意经纪商 账户类型 任意,推荐低点差账户 杠杆 最低 1:500 VPS 推荐使用,但不是强制 深入了解 Javier Gold Scalper! 图表形态分析市场 Golden Scalper 不仅能存储图表的全部数据,还能实时进行图表分析,精准识别图中频繁出现的价
Waka Waka EA
Valeriia Mishchenko
4.25 (48)
8+ years of live track record with +12,000% account growth: Live performance MT 5 version can be found here Waka Waka is the advanced grid system which already works on real accounts for years. Instead of fitting the system to reflect historical data (like most people do) it was designed to exploit existing market inefficiencies. Therefore it is not a simple "hit and miss" system which only survives by using grid. Instead it uses real market mechanics to its advantage to make profit Supported cu
TPS (Trend Pullback System) is an expert advisor built around a single concept: wait for a defined trend, wait for price to pull back into the value zone within that trend, and enter only when the original move resumes. It applies the principle of buying weakness within an uptrend and selling strength within a downtrend. It does not average down, does not build grids, and does not increase lot size after a loss. This Expert Advisor is NOT for you if: You are looking for a system with no losing
SouthEast
Sugianto
5 (11)
Promo Discount 50 % From $ 499 to $ 250 , limited time offer, get yours copy right now! SouthEast is an expert advisor developed from my experience in manual trading that has been automated. SouthEast is specifically designed to generate maximum profits with small deposits by prioritizing the security of your funds. Why SouthEast? SouthEast does not require complicated settings and is easy to use because user only need to upload a set file that is already available. Currently there are set fi
XIRO Robot MT4
MQL TOOLS SL
5 (7)
XIRO Robot is a   professional trading system   created to operate on two of the most popular and liquid instruments on the market:  GBPUSD,  XAUUSD and BTCUSD . We combined two proven and well tested systems, enhanced them with multiple new improvements, optimizations and additional protective mechanisms, and integrated everything into one advanced and unified solution. As a result of this development process, XIRO Robot was created. Robot was designed for traders who are looking for a reliable
Trust EA MT4
Konstantin Kulikov
5 (1)
Trust EA   is a real trader's tool, working on a clear principle, with its advantages and disadvantages, so it will not suit everyone, but for some users it can become the best trading robot. * Limited special offer - 50% off the full price of the product. Only 5 copies at this price. The final price is 997$ * Discuss the complexities of Forex trading here:  chat "Age of Expert Advisors" . Logic I have been working with algorithmic trading systems since 2015, and in my experience, systems with
Gold Zilla AI MT4
Christophe Pa Trouillas
5 (2)
使用 Grok AI辅助 、风险分散且 黄金优化的EA 生成可控回报。 GoldZILLA AI 是一种多策略算法,可检测市场状态以动态选择五种不同的策略,在XAUUSD上优化回报同时最小化回撤。 [   Live Signal   ] - [  Dedicated group   | Version   MT5   -   MT4   ] 购买后,请发送私信给我以获取用户手册和AI设置说明。 为什么选择此EA? 动态多策略方法 先进的市场状态检测,用于优化策略选择 五种不同的、不相关的交易策略 买卖信号的对称算法规则 风险分散 多时间框架分析(M5至H1) 五种不相关策略降低整体投资组合风险 基于市场状况的动态风险调整 所有仓位均设止损保护 先进的AI风险管理 基于具有实时网络搜索功能的Grok大语言模型 实时宏观分析和新闻事件监控 带有详细推理的每日趋势预测 黄金优化性能 专为XAUUSD CFD交易设计 利用黄金独特的波动特性 多种策略针对黄金价格行为量身定制 最高道德标准的回测和可靠的真实表现 100%高质量数据,无遗漏 零操纵历史止损或止盈 无过度拟合 定期比较Live S
Boring Pips MT4
Thi Thu Ha Hoang
4.6 (15)
你是否曾 经想过为什么大多数专家顾问在实盘交易中并不有效,尽管它们在回测中表现完美? 最有可能的答案是过拟合。许多专家顾问被创建为对现有的历史数据进行“学习”和完美适应,但由于构建模型的泛化能力不足,它们无法预测未来。 一些开 发者可能根本不知道过拟合的存在,或者他们知道但没有办法防止它。其他人则将其作为美化回测结果的工具,他们添加了数十个输入参数,而不考虑统计学意义,使交易策略过度依赖历史数据,并试图说服他人他们的专家顾问未来能够实现类似的表现。 如果你 对这个迷人的主题感兴趣,并想更深入地了解过拟合,请参考我的这些文章: Avoiding Over-fitting in Trading Strategy (Part 1): Identifying the Signs and Causes Avoiding Over-fitting in Trading Strategy (Part 2): A Guide to Building Optimization Processes 有几种方法可以避免在 仅仅依赖读取过去数据的专家顾问上亏钱。而最简单的方法是,在没有至少 5 个月或 30
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