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distilbert_tr_turkish_product_reviews – AI Model by anilguven | AlphaNeural AI

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anilguven/
distilbert_tr_turkish_product_reviews

like

0

text-classification

anilguven/turkish_product_reviews_sentiment

autotrain_compatible

endpoints_compatible

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Model Info

This model was developed/finetuned for product review task for Turkish Language. Model was finetuned via hepsiburada.com product review dataset.

LABEL_0: negative review
LABEL_1: positive review

Model Sources

Dataset: https://huggingface.co/datasets/anilguven/turkish_product_reviews_sentiment
Demo-Coding [optional]: https://github.com/anil1055/Turkish_Product_Review_Analysis_with_Language_Models
Finetuned from model [optional]: https://huggingface.co/dbmdz/distilbert-base-turkish-cased

Preprocessing

You must apply removing stopwords, stemming, or lemmatization process for Turkish.

Results

auprc = 0.9720155023202002
auroc = 0.9743030995629336
eval_loss = 0.3418520176025824
fn = 206
fp = 226
mcc = 0.8420573290530216
tn = 2474
tp = 2565
Accuracy: %92.10