· 5 min read
My voice classifier was 93% confident. It was completely wrong.
My brand-voice classifier read a skincare brand's copy and called it B2B SaaS at 0.93 confidence, because it was measuring sentence length and nothing else. Here's the second signal that fixed it, and why a confident wrong answer is worse than no answer.