Enum AutoMLBudgetPreset

Namespace

AiDotNet.Enums

Assembly

AiDotNet.dll

Defines compute budget presets for AutoML runs.

public enum AutoMLBudgetPreset

Fields

CI = 0

A very small, deterministic budget intended for CI pipelines.

Fast = 1

A small budget intended for quick local experimentation.

Standard = 2

A balanced budget intended as the default for most use cases.

Thorough = 3

A larger budget intended for deeper searches and better model quality.

Remarks

These presets provide industry-standard defaults for time/trial limits and evaluation rigor. Users can start with a preset and optionally override specific limits via configuration options.

For Beginners: Think of this like choosing a "speed vs quality" mode:

• CI is the fastest and is designed for pipelines.
• Fast is for quick local experimentation.
• Standard is the recommended default for most users.
• Thorough spends more time searching for the best result.