Classification of imbalanced datasets using naive bayes

Classification of imbalanced datasets using naive bayes

Imbalanced data set had tendency to effect classifier performance in machine learning due to the greater influence given by majority data that overlooked the minority ones. But in classifying data, more important class is given by the minority data. In order to solve this problem, original Naïve Bay...

Saved in:

書目詳細資料
主要作者:	Mohd. Sobran, Nur Maisarah
格式:	Thesis
語言:	English
出版:	2011
主題:	TK Electrical engineering Electronics Nuclear engineering
在線閱讀:	http://eprints.utm.my/id/eprint/31941/5/NurMaisarahMohdSobranMFKE2011.pdf
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

相似書籍

Data sampling methods on imbalanced datasets for pneumonia detection in covid-19 patients
由: Dzulkefli, Syasya Farina
出版: (2022)

FPGA implementation of naive bayes classifier for network security
由: Mohamad Zuki, Ahmad Zulzhafri
出版: (2018)

Hardware implementation of naive bayes classifier for malware detection
由: Al Hussein, Yahya Khaled
出版: (2021)

N-gram feature extraction and Naïve Bayes classifier for malware detection using FPGA implementation
由: Lee, Ming Yi
出版: (2022)

Hybrid artificial neural network-naive bayes classifier for solving imbalanced dataset problems
由: Adam, Asrul
出版: (2012)

Classification of chest diseases from x-ray on chexpert dataset
由: Saleem, Hasan Nabeel
出版: (2020)

Practical training dataset generation and retraining mechanism for on-line peer-to-peer traffic classification
由: Zarei, Roozbeh
出版: (2012)

Dataset generation and network intrusion detection based on flow-level information
由: Mohamedali Abdalla, Ahmed Abdalla
出版: (2015)

Intelligent feature engineered-machine learning based electricity theft detection framework for labelled and unlabelled datasets
由: Hussain, Saddam
出版: (2022)

Multi-Objective Hybrid Algorithm For The Classification Of Imbalanced Datasets
由: Saeed, Sana
出版: (2019)

Object classification using deep learning
由: Fong, Soon Fei
出版: (2015)

Die defect classification using image processing
由: Maniam, Darmadevaindra
出版: (2015)

Fault type classification using pattern recognition
由: Abdul Bar, Shafini
出版: (2014)

Starfruit classification using support vector method
由: Lim, Wei Ming
出版: (2010)

Fault detection and classification using Artificial Neural Network (ANN)
由: Mohd. Lutpee, Irdina Nadhrah
出版: (2022)

Plant disease severity classification using deep learning
由: Lee, San Kong
出版: (2020)

Singleton spam review detection using classification techniques
由: Heydari, Atefeh
出版: (2014)

Classification of phishing websites using machine learning techniques
由: Zamani, Hadi
出版: (2013)

Classification of defects on bare PCB using neural network technique
由: Heriansyah, Rudi
出版: (2004)

Classification of wire bonding machine signatures using fuzzy logic
由: Daud, Zaimah
出版: (2001)

Classification of electroencephalography signal using statistical features and regression classifier
由: Sabri, Nurbaity
出版: (2014)

Classification of human motion activities
由: Ng, Shuh Jiuan
出版: (2009)

Classification of human parasitic worm using microscopic image processing technique
由: Raafat Salih, Hadi
出版: (2013)

FPGA implementation on MRI brain classification using support vector machine
由: Abdullah, Noramalina
出版: (2009)

Classification of abnormal crowd behavior using image processing and state machines
由: Ng, Tze Jia
出版: (2015)

Thumb classification using maximum likelihood function based on texture analysis
由: Liew, Jia Lin
出版: (2008)

Power quality detection and classification using wavelet transform-multiresolution analysis / Mohd Shaihan Jusoh
由: Jusoh, Mohd Shaihan
出版: (2010)

Classification of lung diseases from X-ray images using deep learning
由: Tan, Zheng Yu
出版: (2022)

Automatic detection, segmentation and classification of abdominal aortic aneurysm using deep learning
由: Ho, Aik Hong
出版: (2015)

Analysis and classification of airborne radar signal types using time-frequency analysis
由: Ahmad, Ashraf Adamu
出版: (2014)

Rain type classification for rain attenuation models in terrestrial link
由: Jaafar, Nur Farah Nizza
出版: (2018)

Anomaly activity classification in the grocery stores
由: Valashani, Pouya Bagherpour
出版: (2013)

Classification of fingerprint signatures by neural networks
由: Abdullah, Khaizuran
出版: (2002)

Determination and classification of human stress index using non-parametric analysis of EEG signals
由: Norizam, Sulaiman
出版: (2015)

Surgical dexterity investigation and classification using deep learning on a virtual reality simulator
由: Cham, Ying Kit
出版: (2021)

Classification of atrial fibrillation using second order dynamic system with pattern recognition algorithm
由: Lee, Wei Qi
出版: (2022)

Vehicle logo classification using bag of word descriptor and support vector machine classifier
由: Ng, Jia Phui
出版: (2019)

Automatic classification of power quality disturbances using optimal feature selection based algorithm
由: Khokhar, Suhail
出版: (2016)

Speech analysis and classification using neural networks for computer-based malay speech therapy
由: Ting, Hua Nong
出版: (2001)

Signal analysis and classification of heart sounds and murmurs
由: Sharif, Zaiton
出版: (2001)

Services hosted by the Perpustakaan Sultan Abdul Samad, Universiti Putra Malaysia with Cooperation MySyL Group