package ridge

import "github.com/gonum/matrix/mat64"

var iris = dataSet{
	x: mat64.NewDense(150, 3, []float64{
		3.5, 1.4, 0.2,
		3, 1.4, 0.2,
		3.2, 1.3, 0.2,
		3.1, 1.5, 0.2,
		3.6, 1.4, 0.2,
		3.9, 1.7, 0.4,
		3.4, 1.4, 0.3,
		3.4, 1.5, 0.2,
		2.9, 1.4, 0.2,
		3.1, 1.5, 0.1,
		3.7, 1.5, 0.2,
		3.4, 1.6, 0.2,
		3, 1.4, 0.1,
		3, 1.1, 0.1,
		4, 1.2, 0.2,
		4.4, 1.5, 0.4,
		3.9, 1.3, 0.4,
		3.5, 1.4, 0.3,
		3.8, 1.7, 0.3,
		3.8, 1.5, 0.3,
		3.4, 1.7, 0.2,
		3.7, 1.5, 0.4,
		3.6, 1, 0.2,
		3.3, 1.7, 0.5,
		3.4, 1.9, 0.2,
		3, 1.6, 0.2,
		3.4, 1.6, 0.4,
		3.5, 1.5, 0.2,
		3.4, 1.4, 0.2,
		3.2, 1.6, 0.2,
		3.1, 1.6, 0.2,
		3.4, 1.5, 0.4,
		4.1, 1.5, 0.1,
		4.2, 1.4, 0.2,
		3.1, 1.5, 0.2,
		3.2, 1.2, 0.2,
		3.5, 1.3, 0.2,
		3.6, 1.4, 0.1,
		3, 1.3, 0.2,
		3.4, 1.5, 0.2,
		3.5, 1.3, 0.3,
		2.3, 1.3, 0.3,
		3.2, 1.3, 0.2,
		3.5, 1.6, 0.6,
		3.8, 1.9, 0.4,
		3, 1.4, 0.3,
		3.8, 1.6, 0.2,
		3.2, 1.4, 0.2,
		3.7, 1.5, 0.2,
		3.3, 1.4, 0.2,
		3.2, 4.7, 1.4,
		3.2, 4.5, 1.5,
		3.1, 4.9, 1.5,
		2.3, 4, 1.3,
		2.8, 4.6, 1.5,
		2.8, 4.5, 1.3,
		3.3, 4.7, 1.6,
		2.4, 3.3, 1,
		2.9, 4.6, 1.3,
		2.7, 3.9, 1.4,
		2, 3.5, 1,
		3, 4.2, 1.5,
		2.2, 4, 1,
		2.9, 4.7, 1.4,
		2.9, 3.6, 1.3,
		3.1, 4.4, 1.4,
		3, 4.5, 1.5,
		2.7, 4.1, 1,
		2.2, 4.5, 1.5,
		2.5, 3.9, 1.1,
		3.2, 4.8, 1.8,
		2.8, 4, 1.3,
		2.5, 4.9, 1.5,
		2.8, 4.7, 1.2,
		2.9, 4.3, 1.3,
		3, 4.4, 1.4,
		2.8, 4.8, 1.4,
		3, 5, 1.7,
		2.9, 4.5, 1.5,
		2.6, 3.5, 1,
		2.4, 3.8, 1.1,
		2.4, 3.7, 1,
		2.7, 3.9, 1.2,
		2.7, 5.1, 1.6,
		3, 4.5, 1.5,
		3.4, 4.5, 1.6,
		3.1, 4.7, 1.5,
		2.3, 4.4, 1.3,
		3, 4.1, 1.3,
		2.5, 4, 1.3,
		2.6, 4.4, 1.2,
		3, 4.6, 1.4,
		2.6, 4, 1.2,
		2.3, 3.3, 1,
		2.7, 4.2, 1.3,
		3, 4.2, 1.2,
		2.9, 4.2, 1.3,
		2.9, 4.3, 1.3,
		2.5, 3, 1.1,
		2.8, 4.1, 1.3,
		3.3, 6, 2.5,
		2.7, 5.1, 1.9,
		3, 5.9, 2.1,
		2.9, 5.6, 1.8,
		3, 5.8, 2.2,
		3, 6.6, 2.1,
		2.5, 4.5, 1.7,
		2.9, 6.3, 1.8,
		2.5, 5.8, 1.8,
		3.6, 6.1, 2.5,
		3.2, 5.1, 2,
		2.7, 5.3, 1.9,
		3, 5.5, 2.1,
		2.5, 5, 2,
		2.8, 5.1, 2.4,
		3.2, 5.3, 2.3,
		3, 5.5, 1.8,
		3.8, 6.7, 2.2,
		2.6, 6.9, 2.3,
		2.2, 5, 1.5,
		3.2, 5.7, 2.3,
		2.8, 4.9, 2,
		2.8, 6.7, 2,
		2.7, 4.9, 1.8,
		3.3, 5.7, 2.1,
		3.2, 6, 1.8,
		2.8, 4.8, 1.8,
		3, 4.9, 1.8,
		2.8, 5.6, 2.1,
		3, 5.8, 1.6,
		2.8, 6.1, 1.9,
		3.8, 6.4, 2,
		2.8, 5.6, 2.2,
		2.8, 5.1, 1.5,
		2.6, 5.6, 1.4,
		3, 6.1, 2.3,
		3.4, 5.6, 2.4,
		3.1, 5.5, 1.8,
		3, 4.8, 1.8,
		3.1, 5.4, 2.1,
		3.1, 5.6, 2.4,
		3.1, 5.1, 2.3,
		2.7, 5.1, 1.9,
		3.2, 5.9, 2.3,
		3.3, 5.7, 2.5,
		3, 5.2, 2.3,
		2.5, 5, 1.9,
		3, 5.2, 2,
		3.4, 5.4, 2.3,
		3, 5.1, 1.8,
	}),
	y: mat64.NewVector(150, []float64{
		5.1, 4.9, 4.7, 4.6, 5, 5.4, 4.6, 5, 4.4, 4.9, 5.4, 4.8, 4.8, 4.3,
		5.8, 5.7, 5.4, 5.1, 5.7, 5.1, 5.4, 5.1, 4.6, 5.1, 4.8, 5, 5, 5.2,
		5.2, 4.7, 4.8, 5.4, 5.2, 5.5, 4.9, 5, 5.5, 4.9, 4.4, 5.1, 5, 4.5,
		4.4, 5, 5.1, 4.8, 5.1, 4.6, 5.3, 5, 7, 6.4, 6.9, 5.5, 6.5, 5.7,
		6.3, 4.9, 6.6, 5.2, 5, 5.9, 6, 6.1, 5.6, 6.7, 5.6, 5.8, 6.2, 5.6,
		5.9, 6.1, 6.3, 6.1, 6.4, 6.6, 6.8, 6.7, 6, 5.7, 5.5, 5.5, 5.8,
		6, 5.4, 6, 6.7, 6.3, 5.6, 5.5, 5.5, 6.1, 5.8, 5, 5.6, 5.7, 5.7,
		6.2, 5.1, 5.7, 6.3, 5.8, 7.1, 6.3, 6.5, 7.6, 4.9, 7.3, 6.7, 7.2, 6.5,
		6.4, 6.8, 5.7, 5.8, 6.4, 6.5, 7.7, 7.7, 6, 6.9, 5.6, 7.7, 6.3, 6.7,
		7.2, 6.2, 6.1, 6.4, 7.2, 7.4, 7.9, 6.4, 6.3, 6.1, 7.7, 6.3, 6.4,
		6, 6.9, 6.7, 6.9, 5.8, 6.8, 6.7, 6.7, 6.3, 6.5, 6.2, 5.9,
	}),
}
package ridge

import "github.com/gonum/matrix/mat64"

var iris = dataSet{
	x: mat64.NewDense(150, 3, []float64{
		3.5, 1.4, 0.2,
		3, 1.4, 0.2,
		3.2, 1.3, 0.2,
		3.1, 1.5, 0.2,
		3.6, 1.4, 0.2,
		3.9, 1.7, 0.4,
		3.4, 1.4, 0.3,
		3.4, 1.5, 0.2,
		2.9, 1.4, 0.2,
		3.1, 1.5, 0.1,
		3.7, 1.5, 0.2,
		3.4, 1.6, 0.2,
		3, 1.4, 0.1,
		3, 1.1, 0.1,
		4, 1.2, 0.2,
		4.4, 1.5, 0.4,
		3.9, 1.3, 0.4,
		3.5, 1.4, 0.3,
		3.8, 1.7, 0.3,
		3.8, 1.5, 0.3,
		3.4, 1.7, 0.2,
		3.7, 1.5, 0.4,
		3.6, 1, 0.2,
		3.3, 1.7, 0.5,
		3.4, 1.9, 0.2,
		3, 1.6, 0.2,
		3.4, 1.6, 0.4,
		3.5, 1.5, 0.2,
		3.4, 1.4, 0.2,
		3.2, 1.6, 0.2,
		3.1, 1.6, 0.2,
		3.4, 1.5, 0.4,
		4.1, 1.5, 0.1,
		4.2, 1.4, 0.2,
		3.1, 1.5, 0.2,
		3.2, 1.2, 0.2,
		3.5, 1.3, 0.2,
		3.6, 1.4, 0.1,
		3, 1.3, 0.2,
		3.4, 1.5, 0.2,
		3.5, 1.3, 0.3,
		2.3, 1.3, 0.3,
		3.2, 1.3, 0.2,
		3.5, 1.6, 0.6,
		3.8, 1.9, 0.4,
		3, 1.4, 0.3,
		3.8, 1.6, 0.2,
		3.2, 1.4, 0.2,
		3.7, 1.5, 0.2,
		3.3, 1.4, 0.2,
		3.2, 4.7, 1.4,
		3.2, 4.5, 1.5,
		3.1, 4.9, 1.5,
		2.3, 4, 1.3,
		2.8, 4.6, 1.5,
		2.8, 4.5, 1.3,
		3.3, 4.7, 1.6,
		2.4, 3.3, 1,
		2.9, 4.6, 1.3,
		2.7, 3.9, 1.4,
		2, 3.5, 1,
		3, 4.2, 1.5,
		2.2, 4, 1,
		2.9, 4.7, 1.4,
		2.9, 3.6, 1.3,
		3.1, 4.4, 1.4,
		3, 4.5, 1.5,
		2.7, 4.1, 1,
		2.2, 4.5, 1.5,
		2.5, 3.9, 1.1,
		3.2, 4.8, 1.8,
		2.8, 4, 1.3,
		2.5, 4.9, 1.5,
		2.8, 4.7, 1.2,
		2.9, 4.3, 1.3,
		3, 4.4, 1.4,
		2.8, 4.8, 1.4,
		3, 5, 1.7,
		2.9, 4.5, 1.5,
		2.6, 3.5, 1,
		2.4, 3.8, 1.1,
		2.4, 3.7, 1,
		2.7, 3.9, 1.2,
		2.7, 5.1, 1.6,
		3, 4.5, 1.5,
		3.4, 4.5, 1.6,
		3.1, 4.7, 1.5,
		2.3, 4.4, 1.3,
		3, 4.1, 1.3,
		2.5, 4, 1.3,
		2.6, 4.4, 1.2,
		3, 4.6, 1.4,
		2.6, 4, 1.2,
		2.3, 3.3, 1,
		2.7, 4.2, 1.3,
		3, 4.2, 1.2,
		2.9, 4.2, 1.3,
		2.9, 4.3, 1.3,
		2.5, 3, 1.1,
		2.8, 4.1, 1.3,
		3.3, 6, 2.5,
		2.7, 5.1, 1.9,
		3, 5.9, 2.1,
		2.9, 5.6, 1.8,
		3, 5.8, 2.2,
		3, 6.6, 2.1,
		2.5, 4.5, 1.7,
		2.9, 6.3, 1.8,
		2.5, 5.8, 1.8,
		3.6, 6.1, 2.5,
		3.2, 5.1, 2,
		2.7, 5.3, 1.9,
		3, 5.5, 2.1,
		2.5, 5, 2,
		2.8, 5.1, 2.4,
		3.2, 5.3, 2.3,
		3, 5.5, 1.8,
		3.8, 6.7, 2.2,
		2.6, 6.9, 2.3,
		2.2, 5, 1.5,
		3.2, 5.7, 2.3,
		2.8, 4.9, 2,
		2.8, 6.7, 2,
		2.7, 4.9, 1.8,
		3.3, 5.7, 2.1,
		3.2, 6, 1.8,
		2.8, 4.8, 1.8,
		3, 4.9, 1.8,
		2.8, 5.6, 2.1,
		3, 5.8, 1.6,
		2.8, 6.1, 1.9,
		3.8, 6.4, 2,
		2.8, 5.6, 2.2,
		2.8, 5.1, 1.5,
		2.6, 5.6, 1.4,
		3, 6.1, 2.3,
		3.4, 5.6, 2.4,
		3.1, 5.5, 1.8,
		3, 4.8, 1.8,
		3.1, 5.4, 2.1,
		3.1, 5.6, 2.4,
		3.1, 5.1, 2.3,
		2.7, 5.1, 1.9,
		3.2, 5.9, 2.3,
		3.3, 5.7, 2.5,
		3, 5.2, 2.3,
		2.5, 5, 1.9,
		3, 5.2, 2,
		3.4, 5.4, 2.3,
		3, 5.1, 1.8,
	}),
	y: mat64.NewVector(150, []float64{
		5.1, 4.9, 4.7, 4.6, 5, 5.4, 4.6, 5, 4.4, 4.9, 5.4, 4.8, 4.8, 4.3,
		5.8, 5.7, 5.4, 5.1, 5.7, 5.1, 5.4, 5.1, 4.6, 5.1, 4.8, 5, 5, 5.2,
		5.2, 4.7, 4.8, 5.4, 5.2, 5.5, 4.9, 5, 5.5, 4.9, 4.4, 5.1, 5, 4.5,
		4.4, 5, 5.1, 4.8, 5.1, 4.6, 5.3, 5, 7, 6.4, 6.9, 5.5, 6.5, 5.7,
		6.3, 4.9, 6.6, 5.2, 5, 5.9, 6, 6.1, 5.6, 6.7, 5.6, 5.8, 6.2, 5.6,
		5.9, 6.1, 6.3, 6.1, 6.4, 6.6, 6.8, 6.7, 6, 5.7, 5.5, 5.5, 5.8,
		6, 5.4, 6, 6.7, 6.3, 5.6, 5.5, 5.5, 6.1, 5.8, 5, 5.6, 5.7, 5.7,
		6.2, 5.1, 5.7, 6.3, 5.8, 7.1, 6.3, 6.5, 7.6, 4.9, 7.3, 6.7, 7.2, 6.5,
		6.4, 6.8, 5.7, 5.8, 6.4, 6.5, 7.7, 7.7, 6, 6.9, 5.6, 7.7, 6.3, 6.7,
		7.2, 6.2, 6.1, 6.4, 7.2, 7.4, 7.9, 6.4, 6.3, 6.1, 7.7, 6.3, 6.4,
		6, 6.9, 6.7, 6.9, 5.8, 6.8, 6.7, 6.7, 6.3, 6.5, 6.2, 5.9,
	}),
}
