Can I read Signal Optimization with ANN and EMAs on EtoBox?
Signal Optimization with ANN and EMAs by fortiz291209 is a document available to read on EtoBox.
What is Signal Optimization with ANN and EMAs about?
The document outlines a signal optimization and backtesting process using a hybrid Artificial Neural Network and Exponential Moving Averages, with a focus on optimizing weights and biases to minimize prediction errors. The performance metric for optimization is the Root Mean Squared Error, and the procedure includes a split dataset for training, validation, and out-of-sample testing to prevent overfitting. For deployment, real-time data from the Binance API will be used to trigger automated trades based on
- Author
- fortiz291209
- Language
- EN