Implement min max bound without clipping

Signed-off-by: Owais <[email protected]>
owaiskazi19 · Feb 12, 2025 · f0ae143 · f0ae143
1 parent 3d5638b
commit f0ae143
Showing 1 changed file with 2 additions and 2 deletions.
diff --git a/...ava/org/opensearch/neuralsearch/processor/normalization/ZScoreNormalizationTechnique.java b/...ava/org/opensearch/neuralsearch/processor/normalization/ZScoreNormalizationTechnique.java
@@ -174,11 +174,11 @@ private static float normalizeSingleScore(
             return SINGLE_RESULT_SCORE;
         }
         float normalizedScore = (score - mean) / standardDeviation;
-        if (normalizedScore < MIN_BOUND) {
+        /*if (normalizedScore < MIN_BOUND) {
             normalizedScore = MIN_BOUND;
         } else if (normalizedScore > MAX_BOUND) {
             normalizedScore = MAX_BOUND;
-        }
+        }*/
         float finalNormalizedScore = (normalizedScore - minScore) / (maxScore - minScore);
         return finalNormalizedScore == 0.0f ? MIN_SCORE : finalNormalizedScore;
     }