Nearly 15 years ago, Mariah Carey took aim at an extensively gossipy person spreading her business around. On “Obsessed,” the first single from Memoirs of an Imperfect Angel, opens with the songstress chuckling before asking: “Why are you so obsessed with me?” It’s the same question Ariana Grande tried to get to the bottom of on her latest single, “Yes, ...
In the realm of machine learning, more often than not we think in terms of trade offs. While optimising one metric of performance, we often compromise another performance metric. With the growing evolutionary trend of increasingly larger and more intricate models, understanding, explaining and debugging them become formidable tasks. The intricacies beneath the model's surface, deciphering 'why' our models are making the decisions they are making is vital. Without this clarity how can we confidently ...
In the article Calculating the Hurst Exponent , we were introduced to the concept of fractal analysis and how it can be applied to financial markets. In that article the author described the rescaled range method (R/S) of estimating the Hurst Exponent. In this article we take a different approach by demonstrating the implementation of the Generalized Hurst Exponet (GHE) to classify the nature of a series. We will focus on using the GHE to identify forex symbols that exhibit a tendency to ...
The article considers the practical application of quantization in the construction of tree models No complex mathematical equations are used. This is the second part of the article "Quantization and other methods of preprocessing input data in machine learning", so I strongly recommend starting your acquaintance with it. Here we will talk about the following: In the first part, we will consider the methods for preprocessing sample data implemented in MQL5.In the second ...
The Multi-currency Expert Advisor is a automated trading that can open, close, and manage orders for more than one symbol pair from a single symbol chart. This article focuses on the Expert Advisor trading for 30 pairs and using the ZigZag indicator, which is filtered with the Awesome Oscillator or filters each other's signals. more...
Recent Comments