PhoenixWay

The Expert Advisor uses the FletBoxPush indicator for market analysis and for determining trading signals. The indicator is built into the Expert Advisor, there is no need to additionally run it on a chart. The EA trades breakouts of certain levels determined as flat borders. The EA uses Stop Loss. Description of EA Parameters TimeFrames chart period required for the indicator colour - the color of the price zone defined as flat, a setting for the indicator Rectangle - show price zones defined

Magic Grid is an indicator-free advisor that uses a grid strategy. The strategy is based on automatic reopening of grid pending orders, after closing their market positions (by Take-Profit, Stop-Loss or manually). Pending orders are placed with a specified step from the initial prices, which can be entered manually or generated automatically ( one time at the beginning of the trade ). The robot can trade on any time frame, on any currency pair, on several currency pairs, and on any number of di

H4 GBPUSD Trend Scalper is a trend signal scalper The EA trades according to the trend strategy using original built-in indicator for opening and closing orders. The external inputs for limiting trading on Fridays and Mondays are available. The purpose of the strategy is to use the current trend with the most benefit. According to the results of testing and working on demo and real accounts, the best results achieved by using the Н4 timeframe on the GBP/USD pair Works on MetaTrader 4 Build 971+

OwlSafe -  Multicurrency Trend Advisor   Trades only at night and has a fixed Takeprofit and Stoploss If the deals did not close during Takeprofit during the night, the system corrects it and the Stoploss remains unchanged. Set on any chart and choose which currency pairs you allow to trade the adviser. Trades in currency pairs: EURUSD EURGBP EURCHF USDCHF USDCAD AUDUSD NZDUSD EURAUD Each currency pair has its own trading strategy which is already configured in the adviser The trading system has

| Fully-automated Smart Money Concept (ICT) inspired trading solution with multi-strategy capabilities | Built by a grid trader >> for grid traders.  This is MT4 version, click  here  for  Blue CARA MT5  (settings and logics are same in both versions)     Real monitoring signal  -->  Cara Gold Intro Blue CARA EA   ('CARA') - short for  C omprehensive  A lgorithmic R esponsive A dvisor is a next-gen  multi-currency    multi-timeframe  EA base on the widely known (and perhapse most popular) Inn

This Expert Advisor is designed for effective investment management and medium-term trading. Unlike the Butterfly Platinum version, it uses the Martingale system. If the previous trade was closed at a loss, the next lot will be equal to the last lot multiplied by MultiplierLots. Every trade is protected by stop loss. Only one market order can be opened at a time. It works using pending (Stop, Limit) or market orders depending on the parameters specified. The trailing stop levels can be set in pi

Forex Vanguard Gold MT4 is an advanced expert advisor meticulously designed to enhance trading on the Forex market. Engineered for precision and adaptability, it integrates robust trading strategies, a dynamic news filter, and strategic risk management tools to maximize profitability and safeguard investments. Key Features: - Adaptive Lot Sizing: Utilizes both exponential and addition-based lot sizing methods to optimize financial exposure according to the evolving market conditions. - News Avoi

This is a fully automatic trading robot for the EURCHF currency pair.  But this robot can be configured to trade for other currency pairs. TURBO SCALPER PRO using a trend following strategy based on MACD, Parabolic SAR and Moving Average indicator. The robot works in full automatic mode, on the M1 timeframe. The trader does not need to set it up for trading. Open EURCHF and attach TURBO SCALPER PRO only to EURCHF M1 using the default settings. Advantages of the TURBO SCALPER PRO :  We show y

Adaptive Lock is an interactive assistant for manual trading, which minimizes the losses at any movement of the price against the trader and allows the profit to grow when the price moves in the right direction. Strategy Any manual trading strategy can be used. The adaptive position locking algorithm implemented by Adaptive Lock can be used instead of stop loss for any order, including manually opened ones. Place the initial lock line instead of the conventional stop loss. The robot monitors t

Здравствуйте, уважаемые трейдеры! Разрешите мне представить незаменимого помощника для Вашей торговли на рынке Forex.  Прежде всего хочу акцентировать Ваше внимание на том, что первый торговый ордер открывается Вами ВРУЧНУЮ,путем нажатия соответствующей кнопки выбранного направления сделки согласно Вашей стратегии. Я назову Вам 10 причин, почему данный советник должен быть у каждого трейдера! -)) 1) Такие уровни как Stop Loss, Take Profit, а так же отложенные усредняющие ордера будут строго

Jet Punch is another best expert advisor for MT4,  can help you make money while you sleep by automatically entering and exiting trades. It trades by opening trades every day and closing them at the right time to ensure you always earn a profit. The software is very simple and can be used by both beginner and experienced traders.  Jet Punch was tested and has successfully passed the stress test with slippage and commission approximate to the real market condition. Recommendations: Currency pair

Ultra KZM is an Expert Advisor that using the unique trading operation. It's strategy is based on the combination of grid and correlation system which is the new method that I invented and developed for a long time. You can see Live Signal from these links : (delete space) 1.  https: //www .myfxbook.com/portfolio/ultra-kzm-eurjpyeurchf/10224608 2.  https: //www .myfxbook.com/portfolio/ea-ultra-kzm-real-account/10374382  Note that You cannot backtest this EA in MT4 because MT4 cannot backtest in

Stepping-GBPUSD - works in fully automatic mode! No settings needed, you can use the default settings. The Expert Advisor works like a scalpel during sharp price movements. The bot was tested on real tick data with a real spread for a 19-year period from 2004 to 2023 (this is how much tick history is available on the servers of Swiss brokers). It also passed the Monte Carlo stability test using 5,000 cycles of simulation of random trade generation, as well as a simulated delay and slippage test

The algorithm of the adviser's work: When the Expert Advisor is launched at a specified distance from the price (first_step), BuyStop and SellStop orders are placed. Further, depending on which way the price went, one of them becomes market, and the other begins to crawl after the price. When the price rolls back, it also becomes market. If we have reached a set profit in some direction, the order is closed and a creeping pending order of the same direction is placed again. If the profit is n

What It Does During strong directional movements, the probability always leans towards moving along the trend. This is the probability utilized by the fully automated Catcher Trends robot, abbreviated CT. Trades are opened only in the trend direction and based on important levels. CT enters the market by its own algorithm using pending stop orders with predefined stop loss and take profit. This minimizes the slippages when opening trades, and stop loss prevents the unforeseen losses. The order p

Climbing Scalper EA is a night scalper that trades during the calmest periods of the market. During this period the markets usually fluctuate and the advisor will trade within these ranges. Each trade will have an initial stop loss and take profit, but the EA also uses advanced stop loss management algorithms that will assess the strength of the trades. 8 copy left at 399, next price 499 Buy this EA, post a feedback and get  Golden Future  for free The advisor works on all pairs with a stable s

1. Intro: Like the cold weather and freezing of winter, Crazz Winter EA’s open trades can be held for one day or TP within minutes. Aiming to have a high consistency and profitable amount, Crazz Winter EA is designed to trade with only two kinds of currency which are EURUSD and AUDUSD and there will only one trade open for each currency at the same time. With the combination of Moving Average and Relative Strength Index, it may detect and identify the current and following market trade. The EA h

Professional trading robot   Albatross : Your reliable assistant in the Forex market Albatross is an innovative trading robot designed to analyze the market using a specialized algorithm. This expert uses advanced methods to assess the strength and amplitude of price movements, which allows it to accurately predict trend reversals and make optimal trading decisions. Benefits of using Albatross Unique analysis algorithm: Albatross analyzes market data for a certain period of time, assessing th

This EA trades using the Heiken Ashi Smoothed Indicator. It offers many trading scenarios and flexible position management settings, plus many useful features like customizable trading sessions, a martingale and inverse martingale mode. [ Installation Guide | Update Guide | Troubleshooting | FAQ | All Products ] Easy to use and supervise It implements three different entry strategies Customizable break-even, SL, TP and trailing-stop Works for ECN/Non-ECN brokers Works for 2-3-4-5 digit symbols T

The EA is simple and convenient to use -  (Please do not run default without our SETS) EURUSD, (GBPUSD), NZDUSD, AUDUSD, AUDJPY, USDCHF, XAUUSD (You can add more pairs according to your capital) m15 (H1 is more safe). 100usd = 10000 cents (2/3 pairs) 500usd = 50000 cents (Gold + other pair) Trade Buy  - if false then EA will not take any BUY order Trade Sell - if false then EA will not take any SELL order Open New Series :- if false EA will not open new series MM - If MM is true then EA

Fundamental Robot is an Expert Advisor based on Fundamental Signals Indicator. The Fundamental Signals Indicator has a powerful calculation engine that can predict market movement over 30000 points. The indicator is named fundamental because it can predict trends with large movements, no complicated inputs and low risk.  The EA works with low margin levels and thus has low risk. Using EA : The EA is very simple and without complicated input parameters. These are main parameters must b

Magic EA is an Expert Advisor based on Scalping, Elliot Waves and with filters such as RSI, Stochastic and 3 other strategies managed and decided with the robot smartly. Large number of inputs and settings are tested and optimized and embedded in the program thus inputs are limited and very simple. Using EA doesn't need any professional information or Forex Trading Knowledge. EA can trade on all symbols and all time frames, using special and unique strategies developed by the author. The EA

The system applies Fibo levels. Apart from basic Fibo levels (23.6; 38.2; 50.0; 61.8; 100.0;), the EA features custom levels (34.0; 36.0; 64.0; 66.0;). You can decide the levels trading is to be performed from. Sample trade: when the market is bullish and the price rolls back to the levels (as we remember, we select the levels on our own), the EA opens buy orders. The opposite is true for sell orders. The EA can work in three modes. Each of the modes is a separate Fibo levels construction method

NEW PROMO: Only a few copies copies available at 349$ Next price: 449$ Make sure to check out our " Ultimate EA combo package " in our   promo blog ! Red Hawk is a "mean reversion" trading system, that trades during the quiet times of the market. It runs on 9 pairs currently: EURUSD, GBPUSD, USDCHF, EURCHF, EURGBP, AUCAD, AUDJPY, EURAUD and USDCAD. Recommended timeframe: M5 Since this kind of strategy works best with low spread and fast execution, I advise using an good ECN broker. IMPORTANT

The Expert Advisor with strategy based on the Bollinger Bands indicator. When the price is above or below the Bollinger Bands and the channel expands by the specified range, a trade is opened. For example, if the Ask price is less than the lower band of the indicator and the difference between the upper and lower bands of the indicator exceeds the distance of Delta, the EA will open a buy. For sell trades it is the opposite: if the Bid price is greater than the upper band of the indicator and th

This is a price action trading robot, the EA will stick to the medium term trend and price to deliver trades. Orders are always protected by the user set stop loss points. With the capital management system, it will help that EA operates in accordance with its purpose. Telegram : https://t.me/trungtqIT Timeframe is H1. Minimum account balance: $100. Attention is Important: EA only test live on demo or real accounts. Backtest results are just random and inaccurate. Features: Every trade is prot

The Infinity Expert Advisor is a scalper. When the resistance and support levels are broken, trades are opened in the direction of the price movement. Open positions are managed by several algorithms based on the current market situation (fixed stop loss and take profit, trailing stop, holding positions in case of trend indication, etc.). Requirements for the broker The EA is sensitive to spread, slippages and execution quality. It is strongly recommended not to use the EA for currencies with

User Grid   MT4  is a multifunctional grid Expert Advisor designed to fully or partially automate various ideas related to grid trading. The Expert Advisor can trade on any timeframe, on any currency pair, on several currency pairs, on any number of signs. It does not interfere with manual trading, trading of other Expert Advisors, or the operation of any indicators. It allows you to adjust your settings on the fly, works only with your own positions and orders. It has a clear information syste

The system is tested and fully optimized on 4H. Furthermore, more 1370 models were used to optimize the indicator. It uses Aligator indicator to catch the trend.  Pros : Backtested using tick data for the last 6 years. Expected to keep the same performance Does not have to be turned on all the time as it uses major market movements. Fully optimized strategy on 4H chart. Cons : Has a maximum losing streak of 3 consecutive trades in several market conditions. ** Past performance is not a guarant

AI Gen XII EA This is an Expert Advisor with the latest use of Artificial Intelligence and Neural Networks. The EA runs on the top-of-the-line GPT-4o platform and also uses Advanced Discrete Fourier Imaging in ATFNet aligns the frequency spectrum of the input series, allowing for a more complete analysis of time series data. The EA also boasts trading on different strategies simultaneously and matching backtest trades and real trading, which is very important in its time.  Details about Advisor

Bonnitta EA  is based on Pending Position strategy ( PPS ) and a very advanced secretive trading algorithm. The strategy of  Bonnitta EA  is a combination of a secretive custom indicator, Trendlines, Support & Resistance levels ( Price Action ) and most important secretive trading algorithm mentioned above. DON'T BUY AN EA WITHOUT ANY REAL MONEY TEST OF MORE THAN 3 MONTHS, IT TOOK ME MORE THAN 100 WEEKS(MORE THAN 2 YEARS) TO TEST BONNITTA EA ON REAL MONEY AND SEE THE RESULT ON THE LINK BELOW. B

ONLY 3 COPIES OUT OF 10 LEFT AT $399! After that, the price will be raised to $499. Gold Scalper Trading is an EA that uses a complex trading methodology that includes cross-market analysis to find scalpable entry points with XAUUSD, one of the market's wildest running pairs. EA uses stop loss for all orders, only 1 order and does not use any dangerous trading methods: No grid, no martingale,... Gold Scalper Trading is one of the EAs I have used. using and trading with fund management account

-------------------------------------------Introducing: Z4SCALP--------------------------------------------- Z4SCALP is an advanced trading robot that has a SL per trade, very small SL , designed without martingale.  Exclusive Offer: Purchase one product, and receive the other FREE ! The other three versions are available for free -------------------------------------------------------------------------------------------------------------------- If you don't trust the test strategy, follow

Overview The CoreX G EA is an advanced trading system specifically designed to tackle the complexities of the Forex market. By leveraging cutting-edge neural networks, sophisticated machine learning technologies, and an integrated big data strategy, CoreX G delivers exceptional accuracy and security in trading. This Expert Advisor (EA) stands out due to its technological excellence and premium customer support, ensuring users are always assisted with any questions or concerns. Signals:   Live

Welcome to Indicement! PROP FIRM READY! -> download set files here LAUNCH PROMO: Only a few copies left at current price! Final price: 990$ NEW: Choose 1 EA for FREE! (limited to 2 trading account numbers) Ultimate Combo Deal   ->   click here JOIN PUBLIC GROUP:   Click here LIVE SIGNAL INDICEMENT brings my 15 years of experience in creating professional trading algorithms to the Index markets. The EA uses a very well thought out algorithm to find the best entry price and runs multiple strateg

Introducing   Quantum Emperor EA , the groundbreaking MQL5 expert advisor that's transforming the way you trade the prestigious GBPUSD pair! Developed by a team of experienced traders with trading experience of over 13 years. IMPORTANT! After the purchase please send me a private message to receive the installation manual and the setup instructions. ***Buy Quantum Emperor EA and you could get Quantum StarMan or Quantum Queen or Quantum Gold Emperor for free !*** Ask in private for more deta

PROP FIRM READY! ( download  SETFILE ) LAUNCH PROMO: Only a few copies left at current price! Final price: 990$ Get 1 EA for free (for 2 trade accounts) -> contact me after purchase Ultimate Combo Deal   ->   click here JOIN PUBLIC GROUP:   Click here Live Signal Welcome to the Gold Reaper! Build on the very succesfull Goldtrade Pro, this EA has been designed to run on multiple timeframes at the same time, and has the option to set the trade frequency from very conservative to extreme volatil

Please do not   pm   me if you are asking for:  Discount ( Price will go back to original price 3800 in the future ) Backtesting result ( We don't trust mislead informations ) (LOJ IS NOT A HFT Strategy, Will not be violated by Prop firm rules) We don't rely on backtest results. The backtesting environment can't access our database to retrieve historical data. We aim to provide clarity to EA traders and not mislead them. The best approach is to monitor our signals. If you're wondering how to ve

HFT Prop Firm EA is  also known as Green Man due to its distinctive logo, is an Expert Advisor (EA) crafted specifically for overcoming challenges or evaluations from proprietary trading firms (prop firms) that permit High-Frequency Trading (HFT) strategies. For limited period: Free utilities worth $198 when you buy HFT Prop Firm EA MT5 version:  https://www.mql5.com/en/market/product/117386 Passing HFT Challenge Performance Monitor (starting at $200): Broker: IC Markets Account Number 21

Launch promo Only 2 sales left to buy at the current price. Next price: $1233 Free  get Nasdaq Algo -> contact me after purchase Live signal - 1:  https://www.mql5.com/en/signals/2220190?source=Site+Profile+Seller Live signal - 2:  https://www.mql5.com/en/signals/2242066?source=Site+Profile+Seller#!tab=account Prop Signal:  https://www.mql5.com/en/signals/2223219?source=Site+Signals+Profile+From+Author MT5:  https://www.mql5.com/en/market/product/116010?source=Site+Market+Product+Page Passed Pr

AI NoX EA is an innovative Forex expert advisor that combines advanced neural networks technologies with high-volume trading and   Matrix factorisation .The advisor uses complex algorithms to decompose large sets of market data, uncovering hidden patterns and correlations between various financial instruments. Details about Advisor Development Configuring the Advisor Real Time Signal XAUUSD:  https://www.mql5.com/en/signals/2254092 Real Time Signal USDJPY:  https://www.mql5.com/en/signals/225409

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

EA Gold Stuff is an Expert Advisor designed specifically for trading gold. The operation is based on opening orders using the Gold Stuff indicator, thus the EA works according to the "Trend Follow" strategy, which means following the trend. Real-time results can be viewed  here . Contact me immediately after the purchase to get personal bonus!  You can get a free copy of our Strong Support and Trend Scanner indicator, please pm. me! Settings  and manual   here   SETTINGS Open new series - on / o

Fully Automated EA based on Supply and Demand Principles. The first Supply and Demand EA that is offering Complete Automation . Now trading Becomes Effortless, offering full control over your trading strategy through a User-Friendly graphical Trading Panel. You get a Super High Quality Algorithmic Trading Software that contains more than 15,000 lines of code. Supply Demand EA ProBot Manual      ||     How To Use Trading Panel The best way to trade "Prop Firms Challenges" and Pass all the S

Welcome to Diamond Ultimate!!! BACKTEST GUIDE LAUNCH PROMO: Only a few copies left at the current price! Final price: $4993.99 BONUS - BUY LIFE TIME Diamond Ultimate GET FREE 1 EA (limited 1 account) => Ask in private for more details!!! The EA provides clear LIVE ACCOUNT SIGNALS. Download Set Files MT5 Version Diamond Ultimate   combines algorithms based on various price actions with 13 years of market experience to execute orders and manage capital. All trades have clear stop loss and t

ONLY 3 COPIES OUT OF 10 LEFT AT $299! After that, the price will be raised to $399. - REAL SIGNAL: Default Setting:  https://www.mql5.com/en/signals/2258186 Gold Trading AI is an EA that uses artificial intelligence technology to analyze data of many indicators. From there, EA will have the best option to enter orders. The biggest difference of Gold Trading AI is that the EA can control the Risk:Reward ratio much better than other EAs.That is possible thanks to a set of tools to control entry

LAUNCH PROMO: Only a few copies left at current price! Final price: 990$ Get 1 EA for free (for 2 trade accounts) -> contact me after purchase 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 joins the club of Gold trading EA's, but with one big difference: this is a real trading strat

ONLY 3 COPIES OUT OF 10 LEFT AT $199! After that, the price will be raised to $299. (*) IMPORTANT NOTE: To be able to back test the EA or install the EA correctly to be able to trade normally. You will need to allow EA access to the GPT API in addition to installing other news-related websites. For details, please contact me to receive specific installation instructions. Gold Quantum AI is an EA that I have used for a long time, specializing in the fund accounts I manage for clients. The EA is

Way To Stars is a night scalping EA specifically designed to trade during periods of low market volatility to capitalize on low-risk opportunities. This night scalping EA focuses on capturing small price movements for frequent trading, thereby accumulating profits over time. It employs strict stop-loss measures to limit potential losses per trade, ensuring effective risk management. Way To Stars is a genuine and honest trading system that does not rely on purported neural networks, artificial in

Introducing CyBRG RX: The Next-Generation Trading Assistant Step into the future of trading with CyBRG RX, your cutting-edge trading companion designed to elevate your trading experience. Harnessing the power of advanced neural networks, CyBRG RX is engineered to analyze and adapt to ever-changing market conditions with unparalleled precision. Signals:   Live Signal 1 Live Signal 2 Because this strategy is so unique, I only want to sell a limited number of licenses. Therefore, the price

Launch Promo: Limited number of copies available at current price Final price: 990$ NEW: get 1 EA for free! (for 2 trade accounts) Ultimate Combo Deal   ->   click here LIVE RESULTS:   https://www.mql5.com/en/signals/1949810 JOIN PUBLIC GROUP:   Click here Set Files Welcome to DayTrade Pro Algo!  After years of studying the markets and programming different strategies, I have found an algorithm that has everything a good trading system needs: It is broker independent It is spread independ

The S9M Trading Robot – a cutting-edge, fully automated 2nd generation InrexEA DB system by OpenEA. This innovative solution learns from XAUUSD market trends and incorporates the best aspects of the retired Ea YOLO Diamond Hands. Structure of InrexEA Database: Clients > InrexEA DB > OpenAI > InrexEA DB analysis > Clients  InrexEA DB is a cutting-edge database solution primarily built using the powerful Python programming language. It goes beyond the limitations of MQL4 and MQL5 codes to provide

EA Black Dragon runs on the Black Dragon indicator. The EA opens a deal by indicator color, then there is the opportunity to increase the network of orders or work with stop loss. IMPORTANT! Contact me immediately after the purchase to get instructions and a bonus! Real operation monitoring as well as my other products can be found here:  https://www.mql5.com/en/users/mechanic/seller      Inputs Value  ·          Open new series – True/False – EA will open another series of orders (enable/d

The Expert Advisor is a system designed to recover unprofitable positions. The author's algorithm locks a losing position, splits it into many separate parts, and closes each of them separately. Easy setup, delayed launch in case of drawdown, locking, disabling other Expert Advisors, averaging with trend filtering and partial closing of a losing position are built into one tool. It is the use of closing losses in parts that allows you to reduce losses with a lower deposit load, which ensures saf

No Backtesting is allowed: (OIS IS NOT A HFT Strategy, Will not be violated by Prop firm rules) We don't rely on backtest results. The backtesting environment can't access our database to retrieve historical data. We aim to provide clarity to EA traders and not mislead them. The best approach is to monitor our signals. If you're wondering how to verify that it works with your broker, the response is the same: backtesting results alone don't prove effectiveness. "OIS" : The Final product of ours

AI Sniper   is an intelligent, self-optimizing trading robot designed for MT4   terminals. Utilizing a sophisticated algorithm and cutting-edge trading methodologies, AI Sniper epitomizes excellence in trading optimization. With over 15 years of extensive experience in both exchange and stock markets, our team has crafted this Expert Advisor, incorporating innovative strategy management features, intelligent functionalities, and an intuitive graphical interface. Each facet of AI Sniper is metic

Hello, my name is Alexander. I would like to introduce you to my new development, the Hercules AI advisor. The advisor is synthesis of Price Action Method and Artificial Intelligence technologies.  It doesn't use  any indicators. The EA works well on Gold  pair. The advisor has shown stable performance for more than 10 years. It does not use dangerous trading methods such as martingale, etc. All transactions are protected by take profit and stop loss. I tried to make the advisor as easy to insta

Fully automated trading system. A classic indicator is used as signals   MACD , which combines a trend indicator with an oscillator to detect entry points. Uses averaging, the function of closing the first and last basket orders and the function of automatic lot calculation. Has an advanced dashboard and three types of notifications. Problem solving ->   HERE  / MT5 version ->  HERE   /   Instruction  ->   HERE   Benefits: Fully automated trading system Easy setup and intuitive panel interface

Have you ever wondered why most expert advisors are not effective in live trading, despite their perfect backtest performance? The most likely answer is Over-fitting . Many EAs are created to ‘learn’ and adapt perfectly to the available historical data, but they fail to predict the future due to a lack of generalizability in the constructed model. Some developers simply don't know about the existence of over-fitting, or they know but don't have a way to prevent it. Others exploit it as a tool t