Model: poudel/Depression_and_Non-Depression_Classifier
Author: poudel
Pipeline: text-classification
Library: transformers
Tags: transformers, safetensors, bert, text-classification, sentiment-analysis, depression, BERT, mental-health, en, arxiv:1910.09700, base_model:google-bert/bert-base-uncased, base_model:finetune:google-bert/bert-base-uncased, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: google-bert/bert-base-uncased
Card metadata: library_name: transformers
tags: text-classification, sentiment-analysis, depression, BERT, mental-health
model-index: name: Sentiment Classifier for Depression
results: task: type: text-classification
dataset: name: Custom Depression Tweets Dataset
type: custom
metrics: name: Accuracy
type: accuracy
value: 99.87
verified: no, name: Precision
type: precision
value: 99.91
verified: no, name: Recall
type: recall
value: 99.81
verified: no, name: F1 Score
type: f1
value: 99.86
verified: no
license: apache-2.0
language: en
base_model: google-bert/bert-base-uncased
metrics: Accuracy, Recall, Percision, F1 Score
widget: text: RT EichinChangLim In Talking About Adolescence Book you'll discover key strategies to tackle self-harm panic attacks bullies child
example_title: Depression, text: SharronS Hello there Thanks for reaching out I can understand your frustration I would feel the same Id be happy to take a closer look Please feel free to send me a DM with your full name phone number and email address Lena
example_title: Non-depression
Likes: 3 | All-time downloads: 855
Created: 2024-09-08 22:52:42