Comparison of the naive Bayes classifier and instance based learner in classifying upper gastrointestinal bleeding
Upper gastrointestinal bleeding is a medical emergence that results in high medical costs and death. Management of this disease requires ascertaining the cause of bleeding. The cause of bleeding is classified into esophageal and gastric causes. Based on health survey data, this study compares the ac...
| Main Authors: | Nazziwa Aisha, Adam, Mohd. Bakri, Shohaimi, Shamarina |
|---|---|
| Format: | Article |
| Language: | English English |
| Published: |
Universiti Teknologi Malaysia
2013
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/30216/ http://psasir.upm.edu.my/id/eprint/30216/1/Comparison%20of%20the%20naive%20Bayes%20classifier%20and%20instance%20based%20learner%20in%20classifying%20upper%20gastrointestinal%20bleeding.pdf |
Similar Items
On the use of Bayesian network classifiers to classify patients with peptic ulcer among upper gastrointestinal bleeding patients
by: Nazziwa Aisha,, et al.
Published: (2012)
by: Nazziwa Aisha,, et al.
Published: (2012)
Bayesian network modelling of upper gastrointestinal bleeding
by: Nazziwa Aisha,, et al.
Published: (2013)
by: Nazziwa Aisha,, et al.
Published: (2013)
Bayesian network classification of gastrointestinal bleeding
by: Nazziwa Aisha,, et al.
Published: (2014)
by: Nazziwa Aisha,, et al.
Published: (2014)
Classification models for predicting the source of
gastrointestinal bleeding in the absence of hematemesis
by: Nazziwa Aisha,, et al.
Published: (2013)
by: Nazziwa Aisha,, et al.
Published: (2013)
A "non-parametric" version of the naive Bayes classifier
by: Soria, Daniele, et al.
Published: (2011)
by: Soria, Daniele, et al.
Published: (2011)
Bayesian network modeling of gastrointestinal bleeding
by: Aisha, Nazziwa
Published: (2013)
by: Aisha, Nazziwa
Published: (2013)
A Naïve-Bayes classifier for damage detection in engineering materials
by: Addin, O., et al.
Published: (2007)
by: Addin, O., et al.
Published: (2007)
License plate localization using a Naive Bayes classifier
by: Abdul Halin, Alfian, et al.
Published: (2013)
by: Abdul Halin, Alfian, et al.
Published: (2013)
The epidemiology of upper gastrointestinal bleeding
by: Crooks, Colin J.
Published: (2013)
by: Crooks, Colin J.
Published: (2013)
Comparison of Naïve bayes classifier with back propagation neural network classifier based on f - folds feature extraction algorithm for ball bearing fault diagnostic system
by: Osman Mohamed Addin, Addin, et al.
Published: (2011)
by: Osman Mohamed Addin, Addin, et al.
Published: (2011)
Sentiment Analysis of Omicron COVID-19 Variant using Naïve Bayes Classifier and RapidMiner
by: Dayu, Wijaya, et al.
Published: (2023)
by: Dayu, Wijaya, et al.
Published: (2023)
Utilize Medical Text Data to Estimate Disease Types by Using Naïve Bayes and ANN Classifier
by: Mujiono, Sadikin, et al.
Published: (2021)
by: Mujiono, Sadikin, et al.
Published: (2021)
Comorbidities affect risk of nonvariceal upper gastrointestinal bleeding
by: Crooks, Colin John, et al.
Published: (2013)
by: Crooks, Colin John, et al.
Published: (2013)
Model-building on survivability of upper gastrointestinal bleed
patient’s
by: Pillay, Khuneswari Gopal, et al.
Published: (2018)
by: Pillay, Khuneswari Gopal, et al.
Published: (2018)
Fault detection and classification of shunt compensated transmission line using discrete wavelet transform and Naive Bayes classifier
by: Aker, Elhadi Emhemad, et al.
Published: (2020)
by: Aker, Elhadi Emhemad, et al.
Published: (2020)
A behavioral trust model for internet of healthcare things using an improved FP-growth algorithm and Naïve Bayes classifier
by: Azad, Saiful, et al.
Published: (2021)
by: Azad, Saiful, et al.
Published: (2021)
Model selection and model averaging on mortality of upper gastrointestinal bleed patients
by: Pillay, Khuneswari Gopal, et al.
Published: (2018)
by: Pillay, Khuneswari Gopal, et al.
Published: (2018)
Predicting risk of upper gastrointestinal bleed and intracranial bleed with anticoagulants: cohort study to derive and validate the QBleed scores
by: Hippisley-Cox, Julia, et al.
Published: (2014)
by: Hippisley-Cox, Julia, et al.
Published: (2014)
Red blood cell transfusion is associated with further bleeding and fresh-frozen plasma with mortality in nonvariceal upper gastrointestinal bleeding
by: Subramaniam, K., et al.
Published: (2016)
by: Subramaniam, K., et al.
Published: (2016)
Older age and diclofenac are associated with increased risk of upper gastrointestinal bleeding in gout patients
by: Wan Ghazali, Wan Syamimee, et al.
Published: (2021)
by: Wan Ghazali, Wan Syamimee, et al.
Published: (2021)
Predictive factors for mortality, recurrent bleeding and need
for surgery in non-variceal upper gastrointestinal (GI) bleeding
in correlation with rockall score
by: Noridah, Nordin
Published: (2008)
by: Noridah, Nordin
Published: (2008)
Gastrointestinal Stromal Tumour: cause of Obscure Gastrointestinal Bleeding.
by: Ngow, Harris Abdullah, et al.
Published: (2010)
by: Ngow, Harris Abdullah, et al.
Published: (2010)
The comparison between Glasgow Blatchford score and AIMS65 score in predicting outcome in upper gastrointestinal bleeding for Asian population
by: Hasmoni, Mohamed Hadzri, et al.
Published: (2017)
by: Hasmoni, Mohamed Hadzri, et al.
Published: (2017)
Predicting length of stay in patients admitted with acute upper gastrointestinal bleeding using Rockall score
by: Hasmoni, Mohamed Hadzri, et al.
Published: (2010)
by: Hasmoni, Mohamed Hadzri, et al.
Published: (2010)
Idiopathic duodenal varix presenting as a massive upper gastrointestinal bleeding: a case report
by: Nor Hanipah, Zubaidah, et al.
Published: (2016)
by: Nor Hanipah, Zubaidah, et al.
Published: (2016)
Comparison of SVM, Naive Bayes, and ELM Models in Plant Growth
Classification
by: M., Muflih, et al.
Published: (2024)
by: M., Muflih, et al.
Published: (2024)
Effect of missing value methods on Bayesian network classification of hepatitis data
by: Nazziwa Aisha,, et al.
Published: (2013)
by: Nazziwa Aisha,, et al.
Published: (2013)
Multi-agent classifier system based on heterogeneous classifier
by: Nur Afiqah, Mohd Dali
Published: (2018)
by: Nur Afiqah, Mohd Dali
Published: (2018)
Excess long-term mortality following non-variceal upper gastrointestinal bleeding: a population-based cohort study
by: Crooks, Colin John, et al.
Published: (2013)
by: Crooks, Colin John, et al.
Published: (2013)
A regularized attribute weighting framework for naive bayes
by: Wang, Shihe, et al.
Published: (2020)
by: Wang, Shihe, et al.
Published: (2020)
Naive bayes-guided bat algorithm for feature selection.
by: Taha, Ahmed Majid, et al.
Published: (2013)
by: Taha, Ahmed Majid, et al.
Published: (2013)
Comparison of hidden Markov Model and Naïve Bayes algorithms among events in smart home environment
by: Babakura, Abba, et al.
Published: (2014)
by: Babakura, Abba, et al.
Published: (2014)
Comparison of feature selection techniques in classifying stroke documents
by: Nur Syaza Izzati, Mohd Rafei, et al.
Published: (2019)
by: Nur Syaza Izzati, Mohd Rafei, et al.
Published: (2019)
Optimal selection of ensemble classifiers using measures of competence and diversity of base classifiers
by: Lysiak, R., et al.
Published: (2014)
by: Lysiak, R., et al.
Published: (2014)
Grid base classifier in comparison to nonparametric methods in multiclass classification
by: Moheb Pour, Majid Reza, et al.
Published: (2010)
by: Moheb Pour, Majid Reza, et al.
Published: (2010)
An identification of second language learners errors in classifying nouns, verbs, and adjectives
by: Subramaniam, Vijayaletchumy, et al.
Published: (2023)
by: Subramaniam, Vijayaletchumy, et al.
Published: (2023)
Gastrointestinal bleeding caused by epitheloid sarcoma: a case report
by: Lee, Fei Yee, et al.
Published: (2016)
by: Lee, Fei Yee, et al.
Published: (2016)
Bacteria identification from microscopic morphology using naïve bayes
by: Mohamad, Noor Amaleena, et al.
Published: (2014)
by: Mohamad, Noor Amaleena, et al.
Published: (2014)
Prediction of Diabetes Using Hidden Naïve Bayes: Comparative Study
by: Al-Hameli, Bassam Abdo, et al.
Published: (2021)
by: Al-Hameli, Bassam Abdo, et al.
Published: (2021)
Classifying theories of welfare
by: Woodard, Christopher
Published: (2013)
by: Woodard, Christopher
Published: (2013)
Similar Items
-
On the use of Bayesian network classifiers to classify patients with peptic ulcer among upper gastrointestinal bleeding patients
by: Nazziwa Aisha,, et al.
Published: (2012) -
Bayesian network modelling of upper gastrointestinal bleeding
by: Nazziwa Aisha,, et al.
Published: (2013) -
Bayesian network classification of gastrointestinal bleeding
by: Nazziwa Aisha,, et al.
Published: (2014) -
Classification models for predicting the source of
gastrointestinal bleeding in the absence of hematemesis
by: Nazziwa Aisha,, et al.
Published: (2013) -
A "non-parametric" version of the naive Bayes classifier
by: Soria, Daniele, et al.
Published: (2011)