Rate This Document

Findability

Accuracy

Completeness

Readability

Parametrized Constructor

API Definition

class KBest(K_features: int, R: int, L: int, A: int, graph_opt_iter:int, metric: string, init_builder_type: string, index_type: string, numa_enabled: bool, numa_nodes_number: int)

Function

Initializes the build of graph search.

Parameters

Parameter	Description	Data Type	Value Range
K_features	Feature dimension.	int	[1, 2999]
R	Number of neighboring nodes.	int	[11, 499]
L	Size of the candidate node list during the graph build.	int	[11, 1999]
A	Angle threshold during the pruning of graph build.	int	[1, 360]
graph_opt_iter	Number of rounds for graph index self-iteration.	int	[0, 30]
metric	Distance measurement indicator.	Character string	L2 or IP. L2 indicates the Euclidean distance. IP indicates the inner product distance.
init_builder_type	Algorithm for building the k-nearest neighbor graph.	Character string	RNNDescent and NNDescent indicate two different algorithms for building the k-nearest neighbor graph. RNNDescent is often used.
index_type	Neighbor selection strategy.	Character string	HNSW, NSG, TSDG, and SSG indicate the four different neighbor selection strategies.
numa_enabled	Indicates whether to enable NUMA optimization.	Boolean	-
numa_nodes_number	Number of used NUMA nodes.	int	≥ 1

Parent topic: Python