Hybrid performance measures and mixed evaluation method for data classification problems

Hybrid performance measures and mixed evaluation method for data classification problems

This study investigates two different issues of performance measure in data classification problem. First, this study examines the use of accuracy measure as a discriminator for building an optimized Prototype Selection (PS) algorithm. Second, this study evaluates the current evaluation practices fo...

Saved in:

书目详细资料
主要作者:	Hossin, Mohammad
格式:	Thesis
语言:	English
出版:	2012
主题:	Computer algorithms Machine learning
在线阅读:	http://psasir.upm.edu.my/id/eprint/33140/1/FSKTM%202012%2022.pdf
标签:	添加标签没有标签, 成为第一个标记此记录!

相似书籍

Semi-supervised learning for feature selection and classification of data /
由: Ganesh Krishnasamy
出版: (2019)

Support vector machine and its applications for linear and nonlinear regression in the presence of outliers of high dimensional data
由: Sleabi, Waleed Dhhan
出版: (2016)

Dynamic Bayesian Networks and Variable Length Genetic Algorithm for Dialogue Act Recognition
由: Ali Yahya, Anwar
出版: (2007)

Curved text detection and ground truth generation for natural scene images /
由: Ch'ng, Chee Kheng
出版: (2018)

A voting-based hybrid machine learning approach for fraudulent financial data classification /
由: Kuldeep Kaur Ragbir Singh
出版: (2019)

Anomaly detection in system log files using machine learning algorithms /
由: Zamanian, Zahedeh
出版: (2019)

An enhancement of age and gender classification accuracy with hybrid handcrafted and deep features using hierarchical extreme learning machine /
由: Darugar, Mohammad Javidan
出版: (2020)

Deep learning-based colorectal cancer classification using augmented and normalised gut microbiome data /
由: Mulenga, Mwenge
出版: (2022)

Breast cancer classification using mammography image and K-Nearest Neighbour / Najihah Ahmad Latif
由: Ahmad Latif, Najihah
出版: (2020)

A comparative study of different classifiers for blockbuster movies /
由: Mikhak, Masih
出版: (2019)

Deep learning-based breast cancer detection and classification using histopathology images /
由: Murtaza, Ghulam
出版: (2021)

Classification of labour pain using electroencephalogram signal based on wavelet method /
由: Sai, Chong Yeh
出版: (2020)

Supervised optimal decision machine learning approach to class and method-level data preprocessing towards effective software defect prediction /
由: Felix, Ebubeogu Amarachukwu
出版: (2020)

A neighbourhood undersampling stacked ensemble with H-measure maximising meta-learner for imbalanced classification /
由: Seng, Zian
出版: (2021)

An ensemble approach towards improving the accuracy of forex forecasting /
由: Ghoratolaian, Amir
出版: (2019)

Interpretable deep learning radiomics with synthetic data augmentation for breast cancer diagnosis /
由: Pang, Ting
出版: (2022)

Quantum Processing Framework And Hybrid Algorithms For Routing Problems
由: Soltan Aghaei, Mohammad Reza
出版: (2010)

A study and enhancements of reinforcement learning methods /
由: Lee, Chin Yew
出版: (1998)

A hybrid deep CNN model for fast class-incremental food classification /
由: Al-Ashwal, Aymen Taher Ahmed
出版: (2019)

Development of Machine Learning Algorithm for Acquiring Machining Data in Turning Process
由: Ali Al-Assadi, Hayder M. A.
出版: (2004)

Pattern classification of human interactions from videos /
由: Mohammed, Muhsin Abdul
出版: (2018)

Granular multi-label network traffic classification using incremental learning and classifier chains /
由: Muhammad Faiz Mohd Zaki
出版: (2022)

Estimation of foreign workers in Malaysia by using Euler’s method and least square method / Nur Fatin Adibah Mohd Zin
由: Mohd Zin, Nur Fatin Adibah
出版: (2021)

Machine learning classification of macronutrient levels in oil palm trees with Landsat-8 imagery
由: Kok, Zhi Hong
出版: (2021)

The effect of data preprocessing on the performance of artificial neural networks techniques for classification problems
由: Atomi, Walid Hasen
出版: (2012)

Mathematical modelling for estimating number of dengue cases in terengganu using cubic B-Spline method and discrete least square method / Nur Athirah Mazlan
由: Mazlan, Nur Athirah
出版: (2017)

Hybrid genetic algorithm for uncapacitated university examination timetabling problem
由: Ishak, Suhada
出版: (2015)

Use of hybrid classification algorithm for land use and land cover analysis in data scarce environment
由: Al-Doski, Jwan M. Mohammed
出版: (2013)

Enhanced and hybridized harmony search algorithm for nurse rostering problems /
由: Hadwan, Mohammed Abdo Saleh
出版: (2012)

A framework for software defect prediction using machine learning techniques /
由: Heydari, Hamed
出版: (2014)

Mammogram breast mass classification using deep convolutional neural network /
由: Mohd Nafie Maslan
出版: (2022)

Algorithms for reliability evaluation of computer communicating system /
由: Tang, Adelina Lai Toh
出版: (1988)

Improved Harris Hawks Optimization algorithm using chaotic map and simulated annealing for kinship verification problem /
由: Elgamal, Zenab Mohamed Mamdouh Moussa
出版: (2022)

Time series prediction /
由: Bu, Yangmin
出版: (1996)

Mathematical modelling of rice mill production by using cubic B-spline and discrete least square method / Siti Noorkhaliesa Che Pa
由: Che Pa, Siti Noorkhaliesa
出版: (2017)

Autism spectrum self-stimulatory behaviours classification using explainable temporal coherency deep network and SVM classifier /
由: Liang, Shuaibing
出版: (2022)

Improving deep learning approach for FMRI data /
由: Nur Farahana Mohd Suhaimi
出版: (2021)

Object detection in 3D reconstructed environment using hierarchical growing neural gas /
由: Nooralishahi, Parham
出版: (2015)

Evolutionary-based algorithms for some comibinatorial optimization and control problems /
由: Noor Hasnah Moin
出版: (1997)

Clustering autism spectrum disorder student’s system based on intelligence, skills and behavior using agglomerative clustering algortihm / Daarin Nadia Nordin
由: Nordin, Daarin Nadia
出版: (2020)

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