From 0bce058631cecff34c519415df4403ee0719b3c9 Mon Sep 17 00:00:00 2001
From: Billy Barbaro <billy@thebarbaros.com>
Date: Thu, 30 Nov 2017 16:46:38 -0500
Subject: [PATCH] Preventing negative number from occuring under the square
 root while approximating sine in FOGD.

---
 src/kernel/kernel_fogd.h | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/kernel/kernel_fogd.h b/src/kernel/kernel_fogd.h
index 35d0f41..ce4b05d 100644
--- a/src/kernel/kernel_fogd.h
+++ b/src/kernel/kernel_fogd.h
@@ -115,7 +115,7 @@ float kernel_fogd<FeatType,LabelType>::UpdateWeightVec(const DataPoint<FeatType,
 		a = B_cos * ux[i] + C_cos * ux[i] * abs(ux[i]);
         *p1 = P_cos * (a * abs(a) - a) + a;
 
-        *p2=sqrt(1-(*p1)*(*p1));
+        *p2=sqrt(1-fmin(1.0, (*p1)*(*p1)));
 		if(ux[i]<0)
 			*p2=-(*p2);