The paper presents a method for improving text classification by using examples that are
difficult to classify. Generally, researches to improve the text categorization performance are …

Text Classification, also known as text categorization, is the task of automatically allocating
unlabeled documents into predefined categories. Text Classification means allocating a …

Text categorization is one of the known problems in classification data mining. It aims to
mapping text documents into one or more predefined class or category based on its contents …

In recent years, there has been an exponential growth in the number of complex documents
and texts that require a deeper understanding of machine learning methods to be able to …

Text Categorization (TC), also known as Text Classification, is the task of automatically
classifying a set of text documents into different categories from a predefined set. If a …

Text mining refers commonly to the method of extracting interesting information and
knowledge from unstructured text. Text Mining has become an important research area to …

The enormous amount of information stored in unstructured texts cannot simply be used for
further processing by computers, which typically handle text as simple sequences of …

Supervised machine learning studies are gaining more significant recently because of the
availability of the increasing number of the electronic documents from different resources …

Text mining has become an exciting research field as it tries to discover valuable information
from unstructured texts. The unstructured texts which contain vast amount of information …