> ## Documentation Index
> Fetch the complete documentation index at: https://docs.mindgard.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Overfitting Detection

> Prevent overfitting when training.

export const what_0 = "Alter training process to ensure model overfitting is prevented."

export const how_0 = "This ensures the model doesn’t store extreme levels of detail of individual training samples."

export const implement_0 = "Create an AI model with a simpler architecture, and ensure fair training data distribution."

Overfitting can be prevented by keeping the model small, fair distribution of training data, and sensibly set training parameters (number of data points, iterations, etc). This ensures the model doesn’t store extreme levels of detail of individual training samples.

## Explanation

{what_0} 

## How it works

{how_0} 

## How to implement

{implement_0}