@formant/ava
Version:
A framework for automated visual analytics.
22 lines (21 loc) • 816 B
JavaScript
// Should be confidence level. Is the SIGNIFICANCE_BENCHMARK naming correct? by @pddpd
export var SIGNIFICANCE_BENCHMARK = 0.95;
export var SIGNIFICANCE_LEVEL = 0.05;
export var INSIGHT_SCORE_BENCHMARK = 0.01;
export var IMPACT_SCORE_WEIGHT = 0.2;
export var INSIGHT_DEFAULT_LIMIT = 20;
export var IQR_K = 1.5;
export var LOWESS_N_STEPS = 2;
export var PATTERN_TYPES = [
'category_outlier',
'trend',
'change_point',
'time_series_outlier',
'majority',
'low_variance',
'correlation',
];
export var HOMOGENEOUS_PATTERN_TYPES = ['commonness', 'exception'];
export var VERIFICATION_FAILURE_INFO = 'The input does not meet the requirements.';
export var NO_PATTERN_INFO = 'No insights were found at the specified significance threshold.';
export var CHANGE_POINT_SIGNIFICANCE_BENCHMARK = 0.15;