openGPMP
Open Source Mathematics Package
gpmp::ml::LinearRegression Member List

This is the complete list of members for gpmp::ml::LinearRegression, including all inherited members.

best_fit()gpmp::ml::LinearRegression
calculate_coeffecient()gpmp::ml::LinearRegression
calculate_constant()gpmp::ml::LinearRegression
coeffgpmp::ml::LinearRegression
constantgpmp::ml::LinearRegression
data_size()gpmp::ml::LinearRegression
error_in(long double num)gpmp::ml::LinearRegression
error_in(long double num, const std::vector< long double > &x_data, const std::vector< long double > &y_data)gpmp::ml::LinearRegression
error_square()gpmp::ml::LinearRegression
get_input(const std::vector< long double > &x_data, const std::vector< long double > &y_data)gpmp::ml::LinearRegression
get_input(const gpmp::core::DataTableStr &data, const std::vector< std::string > &columns)gpmp::ml::LinearRegression
get_input(const char *file)gpmp::ml::LinearRegression
LinearRegression()gpmp::ml::LinearRegression
mse(const std::vector< long double > &x_data, const std::vector< long double > &y_data) constgpmp::ml::LinearRegression
num_rows(const char *input)gpmp::ml::LinearRegression
predict(long double _x) constgpmp::ml::LinearRegression
predict(long double _x, const std::vector< long double > &x_data)gpmp::ml::LinearRegression
r_sqrd(const std::vector< long double > &x_data, const std::vector< long double > &y_data) constgpmp::ml::LinearRegression
return_coeffecient()gpmp::ml::LinearRegression
return_constant()gpmp::ml::LinearRegression
show_data()gpmp::ml::LinearRegression
split_data(double test_size, unsigned int seed, bool shuffle)gpmp::ml::LinearRegression
sum_xgpmp::ml::LinearRegression
sum_x_squaregpmp::ml::LinearRegression
sum_xygpmp::ml::LinearRegression
sum_ygpmp::ml::LinearRegression
sum_y_squaregpmp::ml::LinearRegression
xgpmp::ml::LinearRegression
x_testgpmp::ml::LinearRegression
x_traingpmp::ml::LinearRegression
ygpmp::ml::LinearRegression
y_testgpmp::ml::LinearRegression
y_traingpmp::ml::LinearRegression