diff --git a/scripts/attributesTorque.sh b/scripts/attributesTorque.sh
index 5309331..1b0543e 100755
--- a/scripts/attributesTorque.sh
+++ b/scripts/attributesTorque.sh
@@ -23,53 +23,53 @@ mkdir $NAME
 if [ ! -f $NAME/all.model ]; then
   ${BR} -crossValidate 2 -algorithm "CrossValidate($BASE+ \
 ($BROW+ \
-(Turk(unibrow,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=unibrow,AttributesVariable=predicted_unibrow)+Cat)/ \
-(Turk(eyebroworientation,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=eyebrowsdown,AttributesVariable=predicted_eyebrowsdown)/ \
-SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=eyebrowsuptodown,AttributesVariable=predicted_eyebrowsuptodown)+Cat)/ \
-(Turk(thickeyebrows,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=thickeyebrows,AttributesVariable=predicted_thickeyebrows)/ \
-SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=lighteyebrows,AttributesVariable=predicted_lighteyebrows)+Cat))/ \
+(Turk(unibrow,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=unibrow,outputVariable=predicted_unibrow)+Cat)/ \
+(Turk(eyebroworientation,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=eyebrowsdown,outputVariable=predicted_eyebrowsdown)/ \
+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=eyebrowsuptodown,outputVariable=predicted_eyebrowsuptodown)+Cat)/ \
+(Turk(thickeyebrows,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=thickeyebrows,outputVariable=predicted_thickeyebrows)/ \
+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=lighteyebrows,outputVariable=predicted_lighteyebrows)+Cat))/ \
 ($MOUTH+ \
-(Turk(smiling,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=smiling,AttributesVariable=predicted_smiling)+Cat)/ \
-(Turk(mouthasymmetry,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=asymmetrical,AttributesVariable=predicted_asymmetrical)+Cat))/ \
+(Turk(smiling,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=smiling,outputVariable=predicted_smiling)+Cat)/ \
+(Turk(mouthasymmetry,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=asymmetrical,outputVariable=predicted_asymmetrical)+Cat))/ \
 ($EYES+ \
-(Turk(eyecolor,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=darkeyes,AttributesVariable=predicted_darkeyes)/ \
-SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=lighteyes,AttributesVariable=predicted_lighteyes)+Cat)/ \
-(Turk(baggyeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=baggy,AttributesVariable=predicted_baggy)+Cat)/ \
-(Turk(almondeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=almond,AttributesVariable=predicted_almond)+Cat)/ \
-(Turk(buriedeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=buriedeyes,AttributesVariable=predicted_buriedeyes)+Cat)/ \
-(Turk(sleepyeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=sleepy,AttributesVariable=predicted_sleepy)+Cat)/ \
-(Turk(lineeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=line,AttributesVariable=predicted_line)+Cat)/ \
-(Turk(roundeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=round,AttributesVariable=predicted_round)+Cat)/ \
-(Turk(smalleyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=smalleyes,AttributesVariable=predicted_smalleyes)+Cat)/ \
-(Turk(glasses,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=glasses,AttributesVariable=predicted_glasses)+Cat)/ \
-(Turk(eyelashvisibility,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=feweyelashes,AttributesVariable=predicted_feweyelashes)+Cat))/ \
+(Turk(eyecolor,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=darkeyes,outputVariable=predicted_darkeyes)/ \
+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=lighteyes,outputVariable=predicted_lighteyes)+Cat)/ \
+(Turk(baggyeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=baggy,outputVariable=predicted_baggy)+Cat)/ \
+(Turk(almondeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=almond,outputVariable=predicted_almond)+Cat)/ \
+(Turk(buriedeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=buriedeyes,outputVariable=predicted_buriedeyes)+Cat)/ \
+(Turk(sleepyeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=sleepy,outputVariable=predicted_sleepy)+Cat)/ \
+(Turk(lineeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=line,outputVariable=predicted_line)+Cat)/ \
+(Turk(roundeyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=round,outputVariable=predicted_round)+Cat)/ \
+(Turk(smalleyes,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=smalleyes,outputVariable=predicted_smalleyes)+Cat)/ \
+(Turk(glasses,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=glasses,outputVariable=predicted_glasses)+Cat)/ \
+(Turk(eyelashvisibility,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=feweyelashes,outputVariable=predicted_feweyelashes)+Cat))/ \
 ($FACE+ \
-(Turk(gender,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=male,AttributesVariable=predicted_male)+Cat)/ \
-(Turk(cheekdensity,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=puffy,AttributesVariable=predicted_puffy)/ \
-SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=in,AttributesVariable=predicted_in)/ \
-SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=normal,AttributesVariable=predicted_normal)+Cat)/ \
-(Turk(facemarks,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=scars,AttributesVariable=predicted_scars)/ \
-SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=moles,AttributesVariable=predicted_moles)/ \
-SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=normal,AttributesVariable=predicted_normal)+Cat)/ \
-(Turk(facelength,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=long,AttributesVariable=predicted_long)+Cat)/ \
-(Turk(nosetomouthdist,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=long,AttributesVariable=predicted_long)/ \
-SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=small,AttributesVariable=predicted_small)+Cat))/ \
+(Turk(gender,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=male,outputVariable=predicted_male)+Cat)/ \
+(Turk(cheekdensity,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=puffy,outputVariable=predicted_puffy)/ \
+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=in,outputVariable=predicted_in)/ \
+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=normal,outputVariable=predicted_normal)+Cat)/ \
+(Turk(facemarks,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=scars,outputVariable=predicted_scars)/ \
+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=moles,outputVariable=predicted_moles)/ \
+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=normal,outputVariable=predicted_normal)+Cat)/ \
+(Turk(facelength,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=long,outputVariable=predicted_long)+Cat)/ \
+(Turk(nosetomouthdist,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=long,outputVariable=predicted_long)/ \
+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=small,outputVariable=predicted_small)+Cat))/ \
 ($HAIR+ \
-(Turk(foreheadwrinkles,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=wrinkled,AttributesVariable=predicted_wrinkled)+Cat)/ \
-(Turk(haircolor,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=darkhair,AttributesVariable=predicted_darkhair)/ \
-SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=lighthair,AttributesVariable=predicted_lighthair)/ \
-SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=greyhair,AttributesVariable=predicted_greyhair)+Cat)/ \
-(Turk(hairstyle,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=curlyhair,AttributesVariable=predicted_curlyhair)+Cat))/ \
+(Turk(foreheadwrinkles,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=wrinkled,outputVariable=predicted_wrinkled)+Cat)/ \
+(Turk(haircolor,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=darkhair,outputVariable=predicted_darkhair)/ \
+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=lighthair,outputVariable=predicted_lighthair)/ \
+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=greyhair,outputVariable=predicted_greyhair)+Cat)/ \
+(Turk(hairstyle,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=curlyhair,outputVariable=predicted_curlyhair)+Cat))/ \
 ($NOSE+ \
-(Turk(noseorientation,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=upnose,AttributesVariable=predicted_upnose)/ \
-SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=downnose,AttributesVariable=predicted_downnose)+Cat)/ \
-(Turk(nosewidth,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=small,AttributesVariable=predicted_small)/ \
-SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=thick,AttributesVariable=predicted_thick)+Cat)/ \
-(Turk(nosesize,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=smallnose,AttributesVariable=predicted_smallnose)/ \
-SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=bignose,AttributesVariable=predicted_bignose)+Cat))/ \
+(Turk(noseorientation,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=upnose,outputVariable=predicted_upnose)/ \
+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=downnose,outputVariable=predicted_downnose)+Cat)/ \
+(Turk(nosewidth,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=small,outputVariable=predicted_small)/ \
+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=thick,outputVariable=predicted_thick)+Cat)/ \
+(Turk(nosesize,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=smallnose,outputVariable=predicted_smallnose)/ \
+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=bignose,outputVariable=predicted_bignose)+Cat))/ \
 ($JAW+ \
-(Turk(chinsize,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=shortchin,AttributesVariable=predicted_shortchin)/ \
-SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=longchin,AttributesVariable=predicted_longchin))+Cat)): \
+(Turk(chinsize,3)+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=shortchin,outputVariable=predicted_shortchin)/ \
+SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=longchin,outputVariable=predicted_longchin))+Cat)): \
 CrossValidate+Fuse([ \
 Turk(unibrow,[unibrow],3), \
 Turk(eyebroworientation,[eyebrowsdown,eyebrowsuptodown],3), \