here is the code that im trying to run:
Simple Linear Regression
Importing the dataset
dataset = read.csv('Salary_Data.csv')
Splitting the dataset into the Training set and Test set
install.packages('caTools')
library(caTools)
set.seed(123)
split = sample.split(dataset$Salary, SplitRatio = 2/3)
training_set = subset(dataset, split == TRUE)
test_set = subset(dataset, split == FALSE)
Feature Scaling
training_set = scale(training_set)
test_set = scale(test_set)
Fitting Simple Linear Regression to the Training set
regressor = lm(formula = Salary ~ YearsExperience,
data = training_set)
Predicting the Test set results
y_pred = predict(regressor, newdata = test_set)
Visualising the Training set results
library(ggplot2)
ggplot() +
geom_point(aes(x = training_set$YearsExperience, y = training_set$Salary),
colour = 'red') +
geom_line(aes(x = training_set$YearsExperience, y = predict(regressor, newdata = training_set)),
colour = 'blue') +
ggtitle('Salary vs Experience (Training set)') +
xlab('Years of experience') +
ylab('Salary')
Visualising the Test set results
library(ggplot2)
ggplot() +
geom_point(aes(x = test_set$YearsExperience, y = test_set$Salary),
colour = 'red') +
geom_line(aes(x = training_set$YearsExperience, y = predict(regressor, newdata = training_set)),
colour = 'blue') +
ggtitle('Salary vs Experience (Test set)') +
xlab('Years of experience') +
ylab('Salary')
here is the messege that appears in consol when im running the code :
Error in file(file, "rt") : cannot open the connection
In addition: Warning message:
In file(file, "rt") :
cannot open file 'Salary_Data.csv': No such file or directory