Description Usage Arguments Examples
View source: R/evalulate_prediction.R
RMSE
1 | RMSE(z, zhat)
|
z |
observed values |
zhat |
predicted values |
1 2 3 4 5 6 7 8 9 10 | data("mini_dataset")
mini_dataset <- clean_model_data(mini_dataset)
formula = value ~ humi + temp + rainhist + windhist +
trafficvol + log(sensor_age)
training_set <- get_test_and_training_set(mini_dataset, sampel_size = 0.75,
random.seed = 220292)
model.gp <- fit_sp_model(data = mini_dataset, formula = formula,
model = 'GP', training_set = training_set)
pred.gp <- predict(model.gp, mini_dataset, training_set)
RMSE(pred.gp$value, pred.gp$prediction)
|
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