how to classify dataset based on multiple criterion?

i wanna classify dataset based on multiple criterion. nested if else statements will get me the results but i would like use more efficient and elegant method (something like supervised learning method).

for example

 p range   p1 range  p2 range  output
 0 to -1   0 to 1    < 50      class 1

 p range   p1 range  p2 range   output
 0 to -1   0 to 1    50 to 100  class 2

 p range   p1 range  p2 range  output
 0 to -1   0 to 1    >100      class 3

 p range   p1 range    p2 range  output
 0.1 to 1  -0.1 to -1  < 50      class 4

 p range   p1 range    p2 range   output
 0.1 to 1  -0.1 to -1  50 to 100  class 5

 p range   p1 range    p2 range  output
 0.1 to 1  -0.1 to -1  > 100     class 6

I tried classification learner app but couldn't achieve the results. kindly help me.

Answer 1

[Image Analyst]

If those are your known criteria, then you don't need any fancy classification code or functions, simple use a series of if/else statements:

if p > -1 && p < 0 && p1 > 0 && p1 < 1 && p2 < 50
  theClass = 1;
elseif p > -1 && p < 0 && p1 > 0 && p1 < 1 && p2 > 50 && p2 < 100
  theClass = 2;

etc.