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Autonlp Cola Gram 208681

Developed by kamivao
This is a binary classification model trained on the AutoNLP platform for grammar correctness judgment.
Downloads 16
Release Time : 3/2/2022

Model Overview

This model, trained via the AutoNLP platform, specializes in binary classification tasks for text grammar correctness, suitable for English text grammar checking.

Model Features

High accuracy
Achieves 83.65% accuracy on the validation set, demonstrating good performance.
High recall
Recall rate of 94.54%, effectively identifying grammatically correct sentences.
Excellent F1 score
F1 score of 88.95%, indicating a good balance between precision and recall.

Model Capabilities

English text classification
Grammar correctness judgment
Binary classification prediction

Use Cases

Educational technology
English learning assistance
Helps students check the grammar correctness of English sentences
Can accurately identify 94.54% of grammatically correct sentences
Content moderation
Grammar checking
Automatically detects grammar errors in user-generated content
83.65% accuracy
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