Skip to content

N
NLP-Project
Commit b2228e32 authored by Almouhannad Hafez's avatar Almouhannad Hafez
Browse files
Options

(5) Use N-Grams with dep. parsing features

parent 28e67496
Hide whitespace changes
Inline Side-by-side
Showing with 937 additions and 768 deletions
5/5.1.Dep_parsing_classifier.ipynb
View file @ b2228e32
This source diff could not be displayed because it is too large. You can view the blob instead.
README.md
View file @ b2228e32
......@@ -124,6 +124,7 @@
| Text + (2,4)Gram | 0.9975 | 0.9375 | 6.0 | 0.9366 | 0.9334 | 0.9311 | alpha=0.01, 16600features |
| Stanza Dep. Relation tuples | 0.9995 | 0.9521 | 4.7 | 0.9513 | 0.9503 | 0.9484 | alpha=0.01, 8000features |
| Stanza Dep.Relation+POS Relations+Headwords tuples | 0.9986 | 0.9479 | 5.1 | 0.9481 | 0.9471 | 0.9440 | alpha=0.01, 7500features |
| Stanza Dep. Relation tuples + (1,3) Grams | 1.0000 | 0.9750 | 2.5 | 0.9758 | 0.9747 | 0.9734 | alpha=0.01, 66000features |
---
> ***Applied features selection and model's hyperparameters tuning***
......
Results.xlsx
View file @ b2228e32
No preview for this file type
Markdown is supported
0% or
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment

HIAST - GitLab