기고글
Gain An Edge Over Any Market (Part II): Forecasting Technical Indicators MetaTrader 5를 위하여
Did you know that we can gain more accuracy forecasting certain technical indicators than predicting the underlying price of a traded symbol? Join us to explore how to leverage this insight for better trading strategies
Reimagining Classic Strategies: Crude Oil MetaTrader 5를 위하여
In this article, we revisit a classic crude oil trading strategy with the aim of enhancing it by leveraging supervised machine learning algorithms. We will construct a least-squares model to predict future Brent crude oil prices based on the spread between Brent and WTI crude oil prices. Our goal is
Spurious Regressions in Python MetaTrader 5를 위하여
Spurious regressions occur when two time series exhibit a high degree of correlation purely by chance, leading to misleading results in regression analysis. In such cases, even though variables may appear to be related, the correlation is coincidental and the model may be unreliable
Build Self Optmising Expert Advisors in MQL5 MetaTrader 5를 위하여
Build expert advisors that look forward and adjust themselves to any market
Gain An Edge Over Any Market MetaTrader 5를 위하여
Learn how you can get ahead of any market you wish to trade, regardless of your current level of skill
The Disagreement Problem: Diving Deeper into The Complexity Explainability in AI MetaTrader 5를 위하여
Dive into the heart of Artificial Intelligence's enigma as we navigate the tumultuous waters of explainability. In a realm where models conceal their inner workings, our exploration unveils the "disagreement problem" that echoes through the corridors of machine learning
Mastering Model Interpretation: Gaining Deeper Insight From Your Machine Learning Models MetaTrader 5를 위하여
Machine Learning is a complex and rewarding field for anyone of any experience. In this article we dive deep into the inner mechanisms powering the models you build, we explore the intricate world of features,predictions and impactful decisions unravelling the complexities and gaining a firm grasp
Algorithmic Trading With MetaTrader 5 And R For Beginners MetaTrader 5를 위하여
Embark on a compelling exploration where financial analysis meets algorithmic trading as we unravel the art of seamlessly uniting R and MetaTrader 5. This article is your guide to bridging the realms of analytical finesse in R with the formidable trading capabilities of MetaTrader 5
Building Your First Glass-box Model Using Python And MQL5 MetaTrader 5를 위하여
Machine learning models are difficult to interpret and understanding why our models deviate from our expectations is critical if we want to gain any value from using such advanced techniques. Without comprehensive insight into the inner workings of our model, we might fail to spot bugs that are