@ai-on-browser/data-analysis-models
Version:
Data analysis model package without any dependencies
38 lines (37 loc) • 926 B
TypeScript
/**
* CHAMELEON
*/
export default class CHAMELEON {
/**
* @param {number} [k] Number of neighborhoods
*/
constructor(k?: number);
_k: number;
_minSize: number;
_t_ri: number;
_t_rc: number;
_alpha: number;
_sim(a: any, b: any): number;
_d(a: any, b: any): number;
/**
* Fit model.
* @param {Array<Array<number>>} datas Training data
*/
fit(datas: Array<Array<number>>): void;
_root: {
idx: number[];
}[];
_roughly_bisect(graph: any, cluster: any): (number | any[])[];
/**
* Returns the specified number of clusters.
* @param {number} number Number of clusters
* @returns {*[]} Cluster nodes
*/
getClusters(number: number): any[];
/**
* Returns predicted categories.
* @param {number} k Number of clusters
* @returns {number[]} Predicted values
*/
predict(k: number): number[];
}