Enum ModificationType

Namespace

AiDotNet.Enums

Assembly

AiDotNet.dll

Represents the types of modifications that can be applied to a model structure.

public enum ModificationType

Fields

AddNode = 0

Adds a new node to the model structure.

For Beginners: This operation adds a new processing unit (node) to your AI model. It's like adding a new step in a recipe or a new decision point in a flowchart. Adding nodes can help your model learn more complex patterns.

ChangeNodeType = 2

Changes the type or function of an existing node.

For Beginners: This operation changes what a node does without adding or removing it. It's like changing a step in a recipe while keeping the same number of steps. For example, you might change a node from using a simple calculation to a more complex one, or change how it processes information.

RemoveNode = 1

Removes an existing node from the model structure.

For Beginners: This operation removes a processing unit from your AI model. Removing nodes can help simplify your model, which might make it faster or less prone to overfitting (when a model learns noise in the data rather than true patterns).

Remarks

For Beginners: This enum represents different ways to change the structure of an AI model. Think of a model as a network of connected nodes (similar to a flowchart). These values describe the basic operations you can perform on this network: adding new nodes, removing existing ones, or changing what a node does.