An evaluation study on text categorization using automatically generated labeled dataset
Naïve Bayes, k-nearest neighbors, Adaboost, support vector machines and neural networks are five among others commonly used text classifiers. Evaluation of these classifiers involves a variety of factors to be considered including benchmark used, feature selections, parameter settings of algorithms,...
| Main Authors: | Zhu, Dengya, Wong, K. |
|---|---|
| Format: | Journal Article |
| Published: |
Elsevier BV
2017
|
| Online Access: | http://hdl.handle.net/20.500.11937/53578 |
Similar Items
Text Categorization Using an Automatically Generated Labelled Dataset: An Evaluation Study
by: Zhu, Dengya, et al.
Published: (2014)
by: Zhu, Dengya, et al.
Published: (2014)
Improving web search by categorization, clustering, and personalization
by: Zhu, Dengya, et al.
Published: (2008)
by: Zhu, Dengya, et al.
Published: (2008)
Improving the relevance of web search results by combining web snippet categorization, clustering and personalization
by: Zhu, Dengya
Published: (2010)
by: Zhu, Dengya
Published: (2010)
An Examination of feature selection frameworks in Text Categorization
by: Bong, Chih How, et al.
Published: (2005)
by: Bong, Chih How, et al.
Published: (2005)
R-tfidf, A variety of TF-IDF term weighting strategy in document categorization
by: Zhu, Dengya, et al.
Published: (2011)
by: Zhu, Dengya, et al.
Published: (2011)
Examining text categorization methods for incidents analysis
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2012)
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2012)
Evolving fuzzy grammar for crime texts categorization
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2015)
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2015)
Using wordnet to enhance feature selection in automated text categorization
by: Chua, Stephanie Hui Li
Published: (2004)
by: Chua, Stephanie Hui Li
Published: (2004)
A machine learning framework for automated text categorization
by: Bong, Chih How
Published: (2001)
by: Bong, Chih How
Published: (2001)
An empirical study of feature selection for text categorization based on term weightage
by: Bong, Chih How, et al.
Published: (2004)
by: Bong, Chih How, et al.
Published: (2004)
A comparative study of the ensemble and base classifiers performance in Malay text categorization
by: Alshalabi, Hamood Ali, et al.
Published: (2017)
by: Alshalabi, Hamood Ali, et al.
Published: (2017)
Deep Learning Using Tiny Domain-Specific Datasets with Sparse Labels
by: Smith, Thomas J
Published: (2021)
by: Smith, Thomas J
Published: (2021)
Automatic identification of variables in epidemiological datasets using logic regression
by: Lorenz, M., et al.
Published: (2017)
by: Lorenz, M., et al.
Published: (2017)
Automatic identification and categorize zone of RFID reading in warehouse management system
by: Choong, Chun Sern, et al.
Published: (2020)
by: Choong, Chun Sern, et al.
Published: (2020)
A review of Arabic text recognition dataset
by: Idris Saleh Al-Sheikh,, et al.
Published: (2020)
by: Idris Saleh Al-Sheikh,, et al.
Published: (2020)
A comparative study of evolving fuzzy grammar and machine learning techniques for text categorization
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2015)
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2015)
An integrating text retrieval framework for Digital Ecosystems Paradigm
by: Zhu, Dengya, et al.
Published: (2007)
by: Zhu, Dengya, et al.
Published: (2007)
RevManHAL: towards automatic text generation in systematic reviews
by: Torres Torres, Mercedes, et al.
Published: (2017)
by: Torres Torres, Mercedes, et al.
Published: (2017)
Automatic generation of fill-in clues and answers from raw texts for crosswords
by: Bali, Ranaivo-Malançon, et al.
Published: (2013)
by: Bali, Ranaivo-Malançon, et al.
Published: (2013)
MYNursingHome: a fully-labelled image dataset for indoor object classification
by: Ismail, Asmida, et al.
Published: (2020)
by: Ismail, Asmida, et al.
Published: (2020)
Hoax categorization
by: Lee, Brenda Hooi Fern
Published: (2015)
by: Lee, Brenda Hooi Fern
Published: (2015)
Challenges and Trends of Automatic Text Summarization
by: Foong, Oi Mean, et al.
Published: (2010)
by: Foong, Oi Mean, et al.
Published: (2010)
Automatic discovery of concepts from text
by: Ong,, Siou Chin., et al.
Published: (2006)
by: Ong,, Siou Chin., et al.
Published: (2006)
Automatic text summarization using fuzzy reasoning method
by: A., Alia, et al.
Published: (2015)
by: A., Alia, et al.
Published: (2015)
Automatic label removal from digitized weld radiographs
by: Soo, Say Leong, et al.
Published: (2007)
by: Soo, Say Leong, et al.
Published: (2007)
Automatic filtering of far outliers in multibeam echo sounding dataset using robust detection algorithms
by: Mahmud, Mohd. Razali, et al.
Published: (2005)
by: Mahmud, Mohd. Razali, et al.
Published: (2005)
Development Of Automatic Liver Segmentation Method For Three- Dimensional Computed Tomography Dataset
by: Chew, Chin Boon
Published: (2018)
by: Chew, Chin Boon
Published: (2018)
Automatic text summarization using feature based fuzzy extraction
by: Suanmali, Ladda, et al.
Published: (2008)
by: Suanmali, Ladda, et al.
Published: (2008)
Automatic Text Summarization for Oil and Gas Topic
by: Chen, Y.Y., et al.
Published: (2008)
by: Chen, Y.Y., et al.
Published: (2008)
Automatic generation of geospatial dataset (MS 1759:2004) derived from total station data / Mohd Amry Johan Mohd Ali
by: Mohd Ali, Mohd Amry Johan
Published: (2016)
by: Mohd Ali, Mohd Amry Johan
Published: (2016)
Generation of synthetic 5G network dataset using Generative Adversarial Network (GAN)
by: Azman, Muhammad Amin, et al.
Published: (2024)
by: Azman, Muhammad Amin, et al.
Published: (2024)
Text to Image Generation Using Machine Learning
by: Rishab, Tiwari, et al.
Published: (2024)
by: Rishab, Tiwari, et al.
Published: (2024)
Automatic detection of underground utility using Ground Penetrating Radar (GPR) dataset / Warishah Abdul Wahab
by: Abdul Wahab, Warishah
Published: (2018)
by: Abdul Wahab, Warishah
Published: (2018)
Development Of Semi-Automatic Liver Segmentation Method For Three-Dimensional Computed Tomography Dataset
by: Chiang, Yi Fan
Published: (2017)
by: Chiang, Yi Fan
Published: (2017)
The automatic detection of chronic pain-related expression: requirements, challenges and a multimodal dataset
by: Aung, Min S.H., et al.
Published: (2015)
by: Aung, Min S.H., et al.
Published: (2015)
The establishment of automatic detection procedures for far and near outliers in multibeam echo sounding dataset
by: Mohd. Yusof, Othman, et al.
Published: (2007)
by: Mohd. Yusof, Othman, et al.
Published: (2007)
Study on sparseness effects over NMF applied for automatic text summarization
by: Batcha, Nowshath Kadhar, et al.
Published: (2012)
by: Batcha, Nowshath Kadhar, et al.
Published: (2012)
Algebraic reduction in automatic text summarization - The state of the art
by: Kadar Batcha, Nowshath, et al.
Published: (2010)
by: Kadar Batcha, Nowshath, et al.
Published: (2010)
Automatic lexicon generator
by: Varathan, Kasturi Dewi, et al.
Published: (2010)
by: Varathan, Kasturi Dewi, et al.
Published: (2010)
Categorical data analysis using SPSS for periodontology
by: Wan Ahmad, Wan Muhamad Amir, et al.
Published: (2019)
by: Wan Ahmad, Wan Muhamad Amir, et al.
Published: (2019)
Similar Items
-
Text Categorization Using an Automatically Generated Labelled Dataset: An Evaluation Study
by: Zhu, Dengya, et al.
Published: (2014) -
Improving web search by categorization, clustering, and personalization
by: Zhu, Dengya, et al.
Published: (2008) -
Improving the relevance of web search results by combining web snippet categorization, clustering and personalization
by: Zhu, Dengya
Published: (2010) -
An Examination of feature selection frameworks in Text Categorization
by: Bong, Chih How, et al.
Published: (2005) -
R-tfidf, A variety of TF-IDF term weighting strategy in document categorization
by: Zhu, Dengya, et al.
Published: (2011)