class: center, middle, inverse, title-slide .title[ # Semillero R ] .subtitle[ ## Sesión 2: Remuestreo y Arquitecturas de Modelos ] .institute[ ### Universidad Nacional - Universidad de Antioquia ] .date[ ### 2022-04-02 ] --- class: inverse, center, middle # Remuestreo <center> <img src = "img/new.png" width = 700 /> </center> --- # Remuestreo con `rsample` .panelset.sideways[ .panel[.panel-name[`rsample`] <center> <img src = "https://rsample.tidymodels.org/logo.png" width = 200/> </center> ] .panel[.panel-name[Train - Test] <center> <img src = "img/img6.png" width = 500/> </center> ] .panel[.panel-name[Train, Validation y Test] <center> <img src = "img/img7.PNG" width = 500/> </center> ] .panel[.panel-name[Train, Validation y Test] <center> <img src = "img/img8.PNG"/> </center> ] .panel[.panel-name[Validación Cruzada] <center> <img src = "img/img10.PNG"/> </center> ] .panel[.panel-name[Validación Cruzada (*k-folds*)] <center> <img src = "img/img9.PNG"/> </center> ] .panel[.panel-name[Bootstrapping] <center> <img src = "img/img11.png"/> </center> ] ] .footnote[ [Fuente: Tidy Modeling with R](https://www.tmwr.org/) ] --- # Modelos con `parsnip` <center> <img src = "https://josiahparry.com/slides/tidymodels/images/parsnip.png" width = 380 /> </center> - [Modelos disponibles con `parsnip`](https://www.tidymodels.org/find/parsnip/) --- class: inverse, center, middle # [*Tidy Modeling with R*](https://www.tmwr.org/) <center> <img src = "https://www.tmwr.org/images/cover.png" width = 380 /> </center> --- class: inverse, center, middle <center> <img src = "img/gracias.gif" width = 600 /> </center>