Скачать с ютуб Imneuron : AI Powered Neural Network Solutions for Regression Tasks в хорошем качестве

Imneuron : AI Powered Neural Network Solutions for Regression Tasks

This package provides a versatile tool for creating and evaluating AI-based neural network models for regression analysis on datasets with continuous target variables. It allows users to experiment with hidden neuron configurations across two layers, optimizing performance through "5-fold" or "10-fold" cross-validation. Input data is normalized for efficient training, and model accuracy is assessed using R-squared (R2), Root Mean Square Error (RMSE), Mean Absolute Error (MAE), and Percentage Error (PER). The best-performing models are stored and visualized, making it an invaluable tool for data scientists and researchers in predictive analytics. library(Imneuron) data(fruit) results_5fold = Imneuron(fruit, "Fruit.Yield", hidden_neurons_range = c(2,2), cv_type = "5-fold") results_10fold = Imneuron(fruit, "Fruit.Yield", hidden_neurons_range = c(2,2), cv_type = "10-fold") Download Link : https://cran.r-project.org/package=Im...