public CorrelatedFeatures(float corrlation, line lin_reg, float threshold,
string feature1, string feature2)
{
this.corrlation = corrlation;
this.feature1 = feature1;
this.feature2 = feature2;
this.lin_reg = lin_reg;
this.threshold = threshold;
}
//sap-
public List <DataPoint> line_to_points(line l, int size, List <float> x, List <float> y)
{
List <DataPoint> line_p = new List <DataPoint>();
for (int i = 0; i < size; i++)
{
line_p.Add(new DataPoint(x[i], l.f(x[i])));
line_p.Add(new DataPoint(l.g(y[i]), y[i]));
}
return(line_p);
}
/*public float dev(Point p , List<Point> points)
* {
* Line l = linear_reg(points);
* return dev(p, l);
* }*/
public float dev(point p, line l)
{
return(Math.Abs(p.y - l.f(p.x)));
}