diff --git a/scripts/pedestrianBaselineLBP.sh b/scripts/pedestrianBaselineLBP.sh
index e5e70e6..619c9bf 100755
--- a/scripts/pedestrianBaselineLBP.sh
+++ b/scripts/pedestrianBaselineLBP.sh
@@ -13,7 +13,7 @@ fi
 ALG="Open+Cvt(Gray)+Rename(neg,0)+BuildScales(Blur(2)+LBP(1,2)+SlidingWindow(Hist(59)+Cat+LDA(isBinary=true),windowWidth=10,takeLargestScale=false,threshold=2),windowWidth=10,takeLargestScale=false,minScale=4)+ConsolidateDetections+Discard"
 
 # Josh's new algorithm (in progress)
-# ALG2="Open+Cvt(Gray)+Detector(Gradient+Bin(0,360,9,true)+Merge+Integral+SlidingWindow(Identity))"
+# ALG="Open+Cvt(Gray)+Detector(Gradient+Bin(0,360,9,true)+Merge+Integral+SlidingWindow(RecursiveIntegralSampler(2,2,0,PCA(0.95))+Cat+LDA(0.95,isBinary=true)))"
 
 br -useGui 0 \
    -algorithm "${ALG}" \