diff --git a/release-packaging/Examples/dataset/1-learning examples/4-regressor-example.scd b/release-packaging/Examples/dataset/1-learning examples/4-regressor-example.scd
index 2d6b92d..e7f2b38 100644
--- a/release-packaging/Examples/dataset/1-learning examples/4-regressor-example.scd	
+++ b/release-packaging/Examples/dataset/1-learning examples/4-regressor-example.scd	
@@ -57,3 +57,18 @@ Routine{
 
 // look at the interpolated values
 ~mappingresult.plot
+
+// change the number of neighbours to regress on
+~knn.numNeighbours_(5)
+~knn.fit(~simpleInput, ~simpleOutput, action:{"fitting done".postln})
+
+// instead of doing the mapping per point, let's do a dataset of 512 points
+~target = FluidDataSet(s)
+~target.load(Dictionary.newFrom([\cols, 1, \data, Dictionary.newFrom(512.collect{|i|[i.asString, [i.asFloat * 61]]}.flatten)]))
+~regressed = FluidDataSet(s)
+~knn.predict(~target, ~regressed, action:{"prediction done".postln})
+
+//dump the regressed values
+~outputArray = Array.newClear(512);
+~regressed.dump{|x| x["data"].keysValuesDo{|key,val|~outputArray[key.asInteger] = val[0]}}
+~outputArray.plot
\ No newline at end of file
diff --git a/release-packaging/HelpSource/Classes/FluidAmpGate.schelp b/release-packaging/HelpSource/Classes/FluidAmpGate.schelp
index 8fdee5f..2f61f63 100644
--- a/release-packaging/HelpSource/Classes/FluidAmpGate.schelp
+++ b/release-packaging/HelpSource/Classes/FluidAmpGate.schelp
@@ -60,63 +60,63 @@ RETURNS::
 EXAMPLES::
 
 code::
-//basic tests: absThresh sanity
+//basic tests: threshold sanity
 (
 {var env, source = SinOsc.ar(320,0,LFTri.ar(10).abs);
 	env = FluidAmpGate.ar(source, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -12);
 	[source, env]
 }.plot(0.1);
 )
-//basic tests: absThresh hysteresis
+//basic tests: threshold hysteresis
 (
 {var env, source = SinOsc.ar(320,0,LFTri.ar(10).abs);
 	env = FluidAmpGate.ar(source, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -16);
 	[source, env]
 }.plot(0.1);
 )
-//basic tests: absThresh min slice
+//basic tests: threshold min slice
 (
 {var env, source = SinOsc.ar(320,0,LFTri.ar(10).abs);
 	env = FluidAmpGate.ar(source, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -12, minSliceLength:441);
 	[source, env]
 }.plot(0.1);
 )
-//basic tests: absThresh min silence
+//basic tests: threshold min silence
 (
 {var env, source = SinOsc.ar(320,0,LFTri.ar(10).abs);
 	env = FluidAmpGate.ar(source, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -12, minSilenceLength:441);
 	[source, env]
 }.plot(0.1);
 )
-//mid tests: absThresh time hysteresis on
+//mid tests: threshold time hysteresis on
 (
 {var env, source = SinOsc.ar(320,0,LFTri.ar(10).abs);
 	env = FluidAmpGate.ar(source, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -12, minLengthAbove:441);
 	[DelayN.ar(source,0.1,441/44100), env]
 }.plot(0.1);
 )
-//mid tests: absThresh time hysteresis off
+//mid tests: threshold time hysteresis off
 (
 {var env, source = SinOsc.ar(320,0,LFTri.ar(10).abs);
 	env = FluidAmpGate.ar(source, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -12, minLengthBelow:441);
 	[DelayN.ar(source,0.1,441/44100), env]
 }.plot(0.1);
 )
-//mid tests: absThresh with lookBack
+//mid tests: threshold with lookBack
 (
 {var env, source = SinOsc.ar(320,0,LFTri.ar(10).abs);
 	env = FluidAmpGate.ar(source, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -12, lookBack:441);
 	[DelayN.ar(source,0.1,441/44100), env]
 }.plot(0.1);
 )
-//mid tests: absThresh with lookAhead
+//mid tests: threshold with lookAhead
 (
 {var env, source = SinOsc.ar(320,0,LFTri.ar(10).abs);
 	env = FluidAmpGate.ar(source, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -12, lookAhead:441);
 	[DelayN.ar(source,0.1,441/44100), env]
 }.plot(0.1);
 )
-//mid tests: absThresh with asymetrical lookBack and lookAhead
+//mid tests: threshold with asymetrical lookBack and lookAhead
 (
 {var env, source = SinOsc.ar(320,0,LFTri.ar(10).abs);
 	env = FluidAmpGate.ar(source, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -12, lookBack:221, lookAhead:441);
diff --git a/release-packaging/HelpSource/Classes/FluidBufAmpGate.schelp b/release-packaging/HelpSource/Classes/FluidBufAmpGate.schelp
index b2add49..c654ee6 100644
--- a/release-packaging/HelpSource/Classes/FluidBufAmpGate.schelp
+++ b/release-packaging/HelpSource/Classes/FluidBufAmpGate.schelp
@@ -91,47 +91,47 @@ code::
 )
 b.play
 b.plot
-//basic tests: absThresh sanity
+//basic tests: threshold sanity
 FluidBufAmpGate.process(s, b, indices:c, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -12)
 c.query
 c.getn(0,c.numFrames*2,{|item|item.postln;})
 
-//basic tests: absThresh hysteresis
+//basic tests: threshold hysteresis
 FluidBufAmpGate.process(s, b, indices:c, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -16)
 c.query
 c.getn(0,c.numFrames*2,{|item|item.postln;})
 
-//basic tests: absThresh min slice
+//basic tests: threshold min slice
 FluidBufAmpGate.process(s, b, indices:c, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -12, minSliceLength:441)
 c.query
 c.getn(0,c.numFrames*2,{|item|item.postln;})
 
-//basic tests: absThresh min silence
+//basic tests: threshold min silence
 FluidBufAmpGate.process(s, b, indices:c, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -12, minSilenceLength:441)
 c.query
 c.getn(0,c.numFrames*2,{|item|item.postln;})
 
-//mid tests: absThresh time hysteresis on
+//mid tests: threshold time hysteresis on
 FluidBufAmpGate.process(s, b, indices:c, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -12, minLengthAbove:441)
 c.query
 c.getn(0,c.numFrames*2,{|item|item.postln;})
 
-//mid tests: absThresh time hysteresis off
+//mid tests: threshold time hysteresis off
 FluidBufAmpGate.process(s, b, indices:c, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -12, minLengthBelow:441)
 c.query
 c.getn(0,c.numFrames*2,{|item|item.postln;})
 
-//mid tests: absThresh with lookBack
+//mid tests: threshold with lookBack
 FluidBufAmpGate.process(s, b, indices:c, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -12, lookBack:441)
 c.query
 c.getn(0,c.numFrames*2,{|item|item.postln;})
 
-//mid tests: absThresh with lookAhead
+//mid tests: threshold with lookAhead
 FluidBufAmpGate.process(s, b, indices:c, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -12, lookAhead:441)
 c.query
 c.getn(0,c.numFrames*2,{|item|item.postln;})
 
-//mid tests: absThresh with asymetrical lookBack and lookAhead
+//mid tests: threshold with asymetrical lookBack and lookAhead
 FluidBufAmpGate.process(s, b, indices:c, rampUp:5, rampDown:25, onThreshold:-12, offThreshold: -12, lookBack:221, lookAhead:441)
 c.query
 c.getn(0,c.numFrames*2,{|item|item.postln;})