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What is Text Classification
1.
A typical problem in information science that assigns a
text
ual data to one or more classes or categories.
Learn more in: Fighting Anti-Asian Hate in and After the COVID-19 Crisis With Big Data Analytics
2.
Classification
of documents into a fixed number of predefined categories.
Learn more in: Improving Customer Experience Using Sentiment Analysis in E-Commerce
3.
Text classification
intends to categorize documents into a series of predefined thematic categories. In particular, it aims to find the mapping ?, from a set of documents D: {d1, …, di} to a set of thematic categories C: {C1, …, Cj}, i.e. ?: D ? C.
Learn more in: On Document Representation and Term Weights in Text Classification
4.
Aims to assign pre-defined classes to
text
ual documents. by building
classification
model which is able to assign the correct class to a new document in the domain, or in the training process the model learns the logic of how to make a prediction.
Learn more in: Automatic Detection of Cyberbullying to Make Internet a Safer Environment
5.
Process of assigning classes (or labels) to
text
ual data.
Text
ual data can range from short phrases to much longer documents. Sometimes referred to as “
text
categorization”, a
text classification
task can be defined as follows: Given a set of documents D = {d1, d2,…,dn} and a set of classes C = {c1,c2,…,cm} assign a label from the set C to each element of set D.
Learn more in: Machine Learning Approach to Search Query Classification
6.
The task of automatically assigning a set of
text
documents to a set of predefined classes.
Learn more in: Improving Techniques for Naïve Bayes Text Classifiers
7.
A typical problem in information science that assigns a
text
ual data to one or more classes or categories.
Learn more in: Developing a Web-Based COVID-19 Fake News Detector With Deep Learning
8.
automatic assigning a
text
with a tag, chosen from a set of tags.
Learn more in: Machine Learning Applications in Mega-Text Processing
9.
The problem of automatically assigning predefined classes to
text
documents.
Learn more in: Automatic Syllabus Classification Using Support Vector Machines
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.
Text Classification
appears in:
Applied Big Data Analytics and Its Role in...
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