alteryx / alteryx/evalml

Investigate better way to make integer grid values for partial dependence

Abierto
#4,100 0 comentarios 0 reacciones 0 asignados Ver en GitHub
Lenguaje dominante
Python
Estrellas
850
Forks
96
Métricas de merge de PR
Sin PR fusionados en 30 d

Descripción

With https://github.com/alteryx/evalml/issues/4095, we made the handling of integer grid values for partial dependence explicit, rounding the fractional values produced in `_grid_from_X` to allow IntegerNullable types to be used for partial dependence.

One downside of this method for determining grid values is that it's possible for us to end up with duplicate grid values if, say, two grid values were calculated to be `4.1` and `4.4` and then both got rounded down to `4`. We should investigate if there is a better way to get integer grid values for partial dependence calculations or if there is a way for us to maintain the fractional grid values and pass those into our pipelines (this is currently not possible because of our `_schema_is_equal` check when transforming on new data).

Guía de contribución

Abrir la guía de contribución

Evaluación

Este issue todavía no se ha evaluado.

Recibe los nuevos issues en tu correo

Un resumen breve de issues de GitHub para principiantes.