# generic commands for twographbox output size
load "twographsquare.in"



set data style points

#set xlabel "{/Times-Italic x}@_{/*0.8 1}^{/*0.8 2}"
#set ylabel "{/Times-Italic x}@_{/*0.8 2}^{/*0.8 2}"
set xrange [0:1.15]
set yrange [0:1.15]

set nokey 
set parametric
set trange [0:2*pi]
set pointsize 1.2

a = -0.99119854
b = 1.00002
m = 0.07211991
r = 0.03
x1 = 0.042078946 
y1 = 0.85676634
x2 = 1.0531732 
y2 = 0.057667088
x3 = 0.027147073 
y3 = 1.0821187

set output "kernel-machine-margin1.eps"
plot 'kernel-machine-3D-pos.data' using 1:2 with points pt 6, 'kernel-machine-3D-neg.data' using 1:2 with points pt 7,  \
t,((a+.09)*t+b-0.05) with lines lt 1 lw 4,  \
t,((a-.20)*t+b+0.075) with lines lt 1 lw 4, \
t,((a-.07)*t+b-0.08) with lines lt 1 lw 4
#t,(a*t+b-m*sqrt(2)) with lines lt 5 lw 1, t,(a*t+b+m*sqrt(2)) with lines lt 5 lw 1,  \
#x1+r*cos(t),y1+r*sin(t) with lines 1, x2+r*cos(t),y2+r*sin(t) with lines 1, x3+r*cos(t),y3+r*sin(t) with lines 1

set output "kernel-machine-margin2.eps"
#plot x1+r1*cos(t),y1+r1*sin(t) with lines 1, x2+r2*cos(t),y2+r2*sin(t) with lines 1, 'mixture-sample2.data' using 1:2 lw 2, x1,y1 with points pt 4, x2,y2 with points pt 4
plot 'kernel-machine-3D-pos.data' using 1:2 with points pt 6, 'kernel-machine-3D-neg.data' using 1:2 with points pt 7, t,(a*t+b) with lines lt 1 lw 4, t,(a*t+b-m*sqrt(2)) with lines lt 5 lw 1, t,(a*t+b+m*sqrt(2)) with lines lt 5 lw 1,  x1+r*cos(t),y1+r*sin(t) with lines 1, x2+r*cos(t),y2+r*sin(t) with lines 1, x3+r*cos(t),y3+r*sin(t) with lines 1