Text Classification using spaCy 2.0 in Python
Text Classification using spaCy in Python | Natural Language Processing Tutorial | #NLProc
In this video I will be explaining how you can perform text classification with spaCy library in Python.
The dataset is from the Tweet Sentiment Extraction challenge from Kaggle (https://www.kaggle.com/c/tweet-sentim...)
We would perform text classification using spaCy on tweet data to classify tweets as "positive", "negative" or "neutral"
The code is present here: https://github.com/rsreetech/TextClas...
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Chapters/Timestamps :
00:00 Text Classification using spaCy in Python - Natural Language Processing Tutorial
00:26 spaCy
00:58 Dataset description
02:30 Pre-processing methods
02:38 Converting training data to spaCy training format
04:51 Model Evaluation Method
06:06 Train a spaCy text classification model
11:58 Training spaCy text classification models
15:08 Testing spaCy text classification models
spaCy
https://spacy.io/
