Predictions for the Explainer
This is a generic predict() function works for explainer objects.
## S3 method for class 'explainer' predict(object, newdata, ...) model_prediction(explainer, new_data, ...)
object |
a model to be explained, object of the class |
newdata |
data.frame or matrix - observations for prediction |
... |
other parameters that will be passed to the predict function |
explainer |
a model to be explained, object of the class |
new_data |
data.frame or matrix - observations for prediction |
An numeric matrix of predictions
HR_glm_model <- glm(status == "fired"~., data = HR, family = "binomial")
explainer_glm <- explain(HR_glm_model, data = HR)
predict(explainer_glm, HR[1:3,])
library("ranger")
HR_ranger_model <- ranger(status~., data = HR, num.trees = 50, probability = TRUE)
explainer_ranger <- explain(HR_ranger_model, data = HR)
predict(explainer_ranger, HR[1:3,])
model_prediction(explainer_ranger, HR[1:3,])Please choose more modern alternatives, such as Google Chrome or Mozilla Firefox.