首页>
外国专利>
Enforcing, with respect to changes in one or more distinguished independent variable values, monotonicity in the predictions produced by a statistical model
Enforcing, with respect to changes in one or more distinguished independent variable values, monotonicity in the predictions produced by a statistical model
展开▼
机译:关于一个或多个独立变量值的变化,在统计模型产生的预测中强制单调性
展开▼
页面导航
摘要
著录项
相似文献
摘要
A facility for estimating a value relating to an occurrence is described. The facility receives a first occurrence specifying a first value for each of a plurality of independent variables that include a distinguished independent variable designated to be monotonically linked to a dependent variable. The facility subjects the first independent variable values specified by the received occurrence to a statistical model to obtain a first value of the dependent variable. The facility receives a second occurrence specifying a second value for each of the plurality of independent variables (the second values varying from the first values in a first direction). The facility subjects the second independent variable values to the statistical model to obtain a second value of the dependent variable, the second value of the dependent variable being guaranteed not to vary from the first value of the dependent variable in a second direction opposite the first direction.
展开▼