Principal Component Analysis (PCA) is the focusing on only the ‘principal components’ among the many dimensions of a data set, such that one is reducing the dimensions of that data set by ignoring the ‘non-principal’ parts. PCA though, with eigen values & vectors, take on a slightly deeper approach. Typically, data sets that are handled under PCA are in a matrix format and the principal components, that are sought from a matrix would be a single vector column (or row) that is ...
In this article, we will explore how to create an Expert Advisor (EA) in MetaQuotes Language 5 (MQL5) based on the Daily Range Breakout strategy. As traders continuously seek effective automated trading solutions, the Daily Range Breakout strategy offers a systematic approach that capitalizes on price movements beyond a defined range, making it an attractive option for Forex traders in MetaTrader 5. more...
The article considers the theoretical application of quantization in the construction of tree models No complex mathematical equations are used. While writing the article, I discovered the absence of established unified terminology in the scientific works of different authors, so I will choose the terminology options that, in my opinion, best reflect the meaning. Besides, I will use the terms of my own in the matters left unattended by other researchers. This article will use terms and concepts ...
The concept of volatility in the financial market is very important to understand and to make it work in your favor when you are trading in the market. The main purpose of this article is to help you save time by providing you with many test results for trading systems based on the concept of volatility using the Keltner Channel technical indicator to find out how it can work as part of your complete system to measure volatility or take action under certain conditions concerning this important concept. ...
More to follow about good free channels (which we can subscribe to) for some information about trading and coding), and for now - the channels about the articles and about new free tools in CodeBase (it is recommended to subscribe): RU - https://www.mql5.com/ru/channels/algo-trading-ru EN - https://www.mql5.com/ru/channels/algo-trading-en ES - https://www.mql5.com/ru/channels/algo-trading-es FR - https://www.mql5.com/ru/channels/algo-trading-fr PT - https://www.mql5.com/pt/channels/algo-trading-pt ...
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