@formant/ava/lib/insight/constant.js

A framework for automated visual analytics.

"use strict";
Object.defineProperty(exports, "__esModule", { value: true });
exports.CHANGE_POINT_SIGNIFICANCE_BENCHMARK = exports.NO_PATTERN_INFO = exports.VERIFICATION_FAILURE_INFO = exports.HOMOGENEOUS_PATTERN_TYPES = exports.PATTERN_TYPES = exports.LOWESS_N_STEPS = exports.IQR_K = exports.INSIGHT_DEFAULT_LIMIT = exports.IMPACT_SCORE_WEIGHT = exports.INSIGHT_SCORE_BENCHMARK = exports.SIGNIFICANCE_LEVEL = exports.SIGNIFICANCE_BENCHMARK = void 0;
// Should be confidence level. Is the SIGNIFICANCE_BENCHMARK naming correct? by @pddpd
exports.SIGNIFICANCE_BENCHMARK = 0.95;
exports.SIGNIFICANCE_LEVEL = 0.05;
exports.INSIGHT_SCORE_BENCHMARK = 0.01;
exports.IMPACT_SCORE_WEIGHT = 0.2;
exports.INSIGHT_DEFAULT_LIMIT = 20;
exports.IQR_K = 1.5;
exports.LOWESS_N_STEPS = 2;
exports.PATTERN_TYPES = [
    'category_outlier',
    'trend',
    'change_point',
    'time_series_outlier',
    'majority',
    'low_variance',
    'correlation',
];
exports.HOMOGENEOUS_PATTERN_TYPES = ['commonness', 'exception'];
exports.VERIFICATION_FAILURE_INFO = 'The input does not meet the requirements.';
exports.NO_PATTERN_INFO = 'No insights were found at the specified significance threshold.';
exports.CHANGE_POINT_SIGNIFICANCE_BENCHMARK = 0.15;