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Solving classification problems with Symbolic Regression

September 28, 2021 turing

In this short tutorial, we take a look at how to solve classification problems using Symbolic Regression:

Posted in: Classification models

Classification using symbolic regression

May 11, 2021 turing

Classification problems are widespread and of great practical importance. In this article, we will show how symbolic regression can be used to solve this kind of problem.

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Posted in: Classification models

Decision boundary discovery with symbolic regression

November 10, 2020 turing

An interesting classification problem is trying to find a decision boundary that separates two categories of points. For instance, consider the following cloud of points:

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Posted in: Classification models, Machine learning, Symbolic regression

How to create an AI trading system

August 12, 2020 turing

Predicting whether the price of a stock will rise or fall is perhaps one of the most difficult machine learning tasks. Signals must be found on datasets which are dominated by noise, and in a robust way that will not overfit the training data.

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Posted in: Algorithmic trading, Classification models, Machine learning

A free AI software for PC

August 6, 2020 turing

If you are interested in solving AI problems and would like an easy-to-use desktop software that yields state-of-the-art results, you might like TuringBot. In this article, we will show you how it can be used to easily solve classification and regression problems, and explain the methodology that it uses, which is called symbolic regression.

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Posted in: Artificial intelligence, Classification models, Deep learning, Machine learning

Using Symbolic Regression to predict rare events

June 29, 2020 turing 1 Comment
The formula above predicts credit card frauds in a real-world dataset with 87% precision.
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Posted in: Classification models, Deep learning, Rare event modeling, Symbolic regression
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