OrientatedModel: Statistical model used to predict ski conditions evaluations...

In vadmbertr/bonski.predict: Predict Where Ski Will Be Good

Description

We noticed that orientation is correlated with the ski condition evaluation. Therefore, we tried to take this into account and classify using nivological observations per orientations cluster.

Usage

OrientatedModel(
  name = "MINIROCKET",
  orientations = list(c("N", "NE", "NW"), c("S", "SW", "SE"), "T", "E", "W"),
  modelClass = MinirocketModel
)

Arguments

name	character. Model name
orientations	list. List of orientations vectors
modelClass	func. Model constructor

Value

OrientatedModel. object

Create model object

model <- OrientatedModel()

Fit model if not already fitted

fit(model, classify, scoring) # optionnal run by instructions bellow if needed score <- score(model, ord_score) # optionnal run by instructions bellow if needed

Run predictions

y <- predict_fresh(model) # fit first if model has not been loaded from the filesystem

Save model to the filesystem to be reused without fitting again

save_model(model)

vadmbertr/bonski.predict documentation built on Dec. 23, 2021, 2:06 p.m.