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stress-detection-distilbert – AI Model by TheBgGirl | AlphaNeural AI

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TheBgGirl/
stress-detection-distilbert

like

0

text-classification

stress-detection

text-embeddings-inference

endpoints_compatible

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TheBgGirl/stress-detection-distilbert

Binary text classifier for stress detection.

Labels

0: not_stressed
1: stressed

Evaluation

accuracy: 0.9987
f1: 0.9974
macro_f1: 0.9983
macro_precision: 0.9988
macro_recall: 0.9977
precision: 0.9991
recall: 0.9957
roc_auc: 1.0000

Usage

python

from transformers import pipeline

classifier = pipeline("text-classification", model="TheBgGirl/stress-detection-distilbert")
classifier("i feel overwhelmed and anxious all the time")