@formant/ava
Version:
A framework for automated visual analytics.
13 lines (12 loc) • 834 B
TypeScript
export declare const SIGNIFICANCE_BENCHMARK = 0.95;
export declare const SIGNIFICANCE_LEVEL = 0.05;
export declare const INSIGHT_SCORE_BENCHMARK = 0.01;
export declare const IMPACT_SCORE_WEIGHT = 0.2;
export declare const INSIGHT_DEFAULT_LIMIT = 20;
export declare const IQR_K = 1.5;
export declare const LOWESS_N_STEPS = 2;
export declare const PATTERN_TYPES: readonly ["category_outlier", "trend", "change_point", "time_series_outlier", "majority", "low_variance", "correlation"];
export declare const HOMOGENEOUS_PATTERN_TYPES: readonly ["commonness", "exception"];
export declare const VERIFICATION_FAILURE_INFO = "The input does not meet the requirements.";
export declare const NO_PATTERN_INFO = "No insights were found at the specified significance threshold.";
export declare const CHANGE_POINT_SIGNIFICANCE_BENCHMARK = 0.15;