Пример #1
0
        /// <summary>
        /// Calculates the minimum distance between two clusters by pairwise feature comparisons.
        /// </summary>
        /// <param name="x"></param>
        /// <param name="y"></param>
        /// <returns></returns>
        protected virtual double CalculateMinimumFeatureDistance(U x, U y)
        {
            var distance = m_maxDistance;

            foreach (var featureX in x.Features)
            {
                foreach (var featureY in y.Features)
                {
                    var tempDistance = Parameters.DistanceFunction(featureX, featureY);
                    distance = Math.Min(tempDistance, distance);
                }
            }

            return(distance);
        }