BnCPD {SMRUCC.genomics.Analysis.BNLearn.Core}

.NET clr documentation

BnCPD

Description

高斯条件概率分布参数 Xi | Pa(Xi) ~ N(β0 + β1·Pa1 + β2·Pa2 + ... + βk·Pak, σ²)

Declare

            
# namespace SMRUCC.genomics.Analysis.BNLearn.Core
export class BnCPD {
   # BIC 评分
   BIC: double;
   # 回归系数 βj，对应每个父节点
   Coeffs: double;
   # 截距 β0
   Intercept: double;
   # 所属节点索引
   NodeIndex: integer;
   # 样本数
   NSamples: integer;
   # 父节点索引列表（与 Coeffs 一一对应）
   ParentIndices: integer;
   # 残差标准差 σ
   ResidualSD: double;
   # 残差方差 σ²
   ResidualVariance: double;
   # 拟合 R²
   RSquared: double;
}

        

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