Skip to content
Projects
Groups
Snippets
Help
Loading...
Help
Submit feedback
Sign in
Toggle navigation
N
NLP-Project
Project
Project
Details
Activity
Releases
Cycle Analytics
Repository
Repository
Files
Commits
Branches
Tags
Contributors
Graph
Compare
Charts
Issues
0
Issues
0
List
Board
Labels
Milestones
Merge Requests
0
Merge Requests
0
CI / CD
CI / CD
Pipelines
Jobs
Schedules
Charts
Wiki
Wiki
Snippets
Snippets
Members
Members
Collapse sidebar
Close sidebar
Activity
Graph
Charts
Create a new issue
Jobs
Commits
Issue Boards
Open sidebar
almohanad.hafez
NLP-Project
Commits
ffe93b76
You need to sign in or sign up before continuing.
Commit
ffe93b76
authored
Nov 09, 2024
by
Almouhannad Hafez
Browse files
Options
Browse Files
Download
Email Patches
Plain Diff
Update README.md
parent
8917cc79
Changes
3
Hide whitespace changes
Inline
Side-by-side
Showing
3 changed files
with
6 additions
and
7 deletions
+6
-7
1.1.Dataset_Overview.ipynb
1.1.Dataset_Overview.ipynb
+0
-0
1.2.Data_Preprocessing.ipynb
1.2.Data_Preprocessing.ipynb
+0
-0
README.md
README.md
+6
-7
No files found.
0
.Dataset_Overview.ipynb
→
1.1
.Dataset_Overview.ipynb
View file @
ffe93b76
File moved
1.Data_Preprocessing.ipynb
→
1.
2.
Data_Preprocessing.ipynb
View file @
ffe93b76
File moved
README.md
View file @
ffe93b76
# ***NLP course project***
# ***NLP course project***
***Almouhannad Hafez + Mariam Khierbek**
*
***Almouhannad Hafez + Mariam Khierbek**
*
## ***Contents***
**[Description](#description)**
**[Description](#description)**
**[How to run](#how-to-run)**
**[How to run](#how-to-run)**
**[Part1. Data preprocessing](#part1-data-preprocessing)**
**[Part1. Data preprocessing](#part1-data-preprocessing)**
...
@@ -43,7 +44,10 @@
...
@@ -43,7 +44,10 @@
## ***Part1. Data preprocessing***
## ***Part1. Data preprocessing***
**Files:**
**Files:**
> **`1.Data_Preprocessing.ipynb`**
> **`1.1.Dataset_Overview.ipynb`**
-
**Some interesting details about used dataset**
> **`1.2.Data_Preprocessing.ipynb`**
-
**Applying preprocessing steps on dataset, this includes:**
-
**Applying preprocessing steps on dataset, this includes:**
1.
Refactoring dataset schema
1.
Refactoring dataset schema
1.
Handling nulls/duplicates
1.
Handling nulls/duplicates
...
@@ -77,12 +81,7 @@
...
@@ -77,12 +81,7 @@
1.
Testing
***Nouns**
*
only
1.
Testing
***Nouns**
*
only
**`3.3.N-Grams.ipynb`**
**`3.3.N-Grams.ipynb`**
-
**Applying classification task using n-gram to perform task using only TF-IDF with different grams, this includes:**
-
**Applying classification task using n-gram to perform task using only TF-IDF with different grams**
1.
`1-Gram`
1.
`2-Gram`
1.
`3-Gram`
1.
`4-Gram`
1.
`5-Gram`
## ***Results***
## ***Results***
| Case
\\
Criterion | Accuracy(Train) | Accuracy(Test) | Precision(Test-Average) | Recall(Test-Average) | F1-Score(Test-Average) |
| Case
\\
Criterion | Accuracy(Train) | Accuracy(Test) | Precision(Test-Average) | Recall(Test-Average) | F1-Score(Test-Average) |
...
...
Write
Preview
Markdown
is supported
0%
Try again
or
attach a new file
Attach a file
Cancel
You are about to add
0
people
to the discussion. Proceed with caution.
Finish editing this message first!
Cancel
Please
register
or
sign in
to comment