Enum FeatureExtractionStrategy

Namespace

AiDotNet.Enums

Assembly

AiDotNet.dll

Defines strategies for extracting features from higher-dimensional tensors.

public enum FeatureExtractionStrategy

Fields

Flatten = 2

Uses the first element as a representative value.

Max = 1

Uses the maximum value across all dimensions.

Mean = 0

Uses the average value across all dimensions.

WeightedSum = 3

Uses a weighted sum with configurable weights.

Remarks

For Beginners: This defines different ways to handle complex data.

When data has multiple values for each feature (like pixels in an image), we need a strategy to condense these into a single value for analysis. Different strategies work better for different types of data.