Having the ability to distinguish between different things, or showing unfair treatment based on prejudice.
From discriminate plus -ive suffix. The -ive suffix makes adjectives from verbs, creating words that express capacity or tendency to perform the action.
In machine learning, 'discriminative models' literally distinguish between data categories—it's one of the few uses where the original neutral meaning still dominates!
Used technically in machine learning and linguistics, but the term still carries historical bias connotations from wider cultural usage.
In technical contexts, 'discriminative' is acceptable (e.g., 'discriminative model'), but clarify neutrality in broader discourse.
["distinctive","differentiating","contrastive"]
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