Enum SAGEAggregatorType

Namespace

AiDotNet.Enums

Assembly

AiDotNet.dll

Aggregation function type for GraphSAGE.

public enum SAGEAggregatorType

Fields

MaxPool = 1

Max pooling aggregation: takes maximum of neighbor features.

Mean = 0

Mean aggregation: averages neighbor features.

Sum = 2

Sum aggregation: sums neighbor features.

Remarks

For Beginners: These are different ways to combine information from neighbors.

• Mean: Average all neighbor features (balanced, smooth)
• MaxPool: Take the maximum value from neighbors (emphasizes outliers)
• Sum: Add up all neighbor features (sensitive to number of neighbors)