Files
wp_xxyyzz 21484fc4bd LazStats: Add tests.
git-svn-id: https://svn.code.sf.net/p/lazarus-ccr/svn@7925 8e941d3f-bd1b-0410-a28a-d453659cc2b4
2020-12-05 19:03:07 +00:00

44 lines
740 B
ObjectPascal

program Project1;
{$mode objfpc}{$H+}
uses
Math, SysUtils;
const
v1Min = 1.0;
v1Max = 3.0;
dv1 = 0.5;
v2Min = 1.0;
v2Max = 5.0;
dv2 = 0.5;
a = 1.0;
b = -2.0;
c = 100;
EPS = 1E-3;
REL_ERROR = 0.02;
var
v1, v2, res, dres: Double;
F: TextFile;
begin
AssignFile(F, 'linear_regression_2vars.csv');
Rewrite(F);
WriteLn(F, 'Var1,Var2,Result,Weights');
v1 := v1Min;
while v1 <= v1Max + EPS do
begin
v2 := v2min;
while v2 <= v2Max + EPS do
begin
res := a * v1 + b * v2 + c;
dres := res * REL_ERROR;
res := res + RandG(0, dres);
WriteLn(F, v1:0:3, ',', v2:0:3, ',', res:0:3, ',', dres:0:3);
v2 := v2 + dv2;
end;
v1 := v1 + dv1;
end;
CloseFile(F);
end.