Classifiers selection based on combination of performance measures for water quality dataset

QR Code

Classifiers selection based on combination of performance measures for water quality dataset

A classifier is a systematic approach for building a classification model from a dataset.Classification models for certain domain such as medical, toxicology and water quality are difficult to justify its performance because the number of records of the datasets is relatively small. The instances of...

Full description

Bibliographic Details
Main Author:	Salisu Yusuf Muhammad (Author)
Corporate Author:	Universiti Sultan Zainal Abidin . Faculty of Informatics and Computing
Format:	Thesis Book
Language:	English
Subjects:	Database management Universiti Sultan Zainal Abidin > Dissertations Universiti Sultan Zainal Abidin > Faculty of Informatics and Computing > Dissertations Dissertations, Academic

Similar Items

A new hybrid multi-classifier models to improve the accuracy of water quality application
by: Rosaida Rosly

Enhanced predictive model using classification technique on healthcare datasets
by: Aini Khainani Mohamad Salleh

Improvement of colour models for ripeness identification of tomato with selected classifiers
by: Nica Astrianda

A multi-classifier method based on deep learning approach for diseases classification
by: Rosaida binti Rosly

Classification of academic achievement for upper secondary of MRSM students based on naive bayesian classifier
by: Hasnah Nawang

Implementation of business intelligence technology for mapping students academic performance and industrial needs
by: Abdulkarim Ibrahim Mahmud

Temporal-Based multimedia data management for web services environment
by: Farham Mohamed

Integrated decision support system for human resource selection using fuzzy set theory and topsis based models
by: Kamaluddeen Magaji Doka

A new classification performance of customer churn model using soft set theory
by: Mohd Khalid Awang

Potential fishing ground interpretation using overlay technique for Aceh sea water
by: Mirna Ria Andini

Improving the performance of conjugate gradient method in solving unconstrained optimization problems and its application
by: Nur Hamizah Abdul Ghani

Comparison of statistical modelling in determining prognostic factors of first-ever stroke patients
by: Wan Arfah Nadiah bt Wan Abdul Jamil

An assessment of e-welfare decision support system based on the combination of AHP and SAW model
by: Ruhaida binti Ithnin

A hybrid mobile-based Da'wah Al-Fardiyyah model using M-Learning method
by: Alhassan Muhammad Salim

Classification techniques on University College Bestari bachelor degree students' academic performance
by: Norashikin Musa

Parameter estimate for three parameters kappa distribution by LH-moments
by: Moath Al-Jarrah

Automated virtual assistant for online business application via instant messaging using natural language processing
by: Nur Farah Afifah Ahmad Sukri

A trend analysis of UniSZA's researcher using K-means clustering algorithm
by: Mohd Fauzi Ibrahim

Improving indoor path planning using Dijkstra's algorithm with multi-layer dictionary
by: Sani Iyal Abdulkadir

Feature reduction techniques to enhance face recognition
by: Zahraddeen Sufyanu

A family of CG-type methods via Quasi-Newton updates for solving symmetric systems of nonlinear equations
by: Kabir, Muhammad Dauda

A web service model for schools information discovery
by: Afarasimu Auwalu Isah

An enhanced framework for leaf shape-based image retrieval
by: Muhammad Ghali Aliyu

Construction project management based on monte carlo simulation and analytic hierarchical process
by: Robiah Arifin

An improved model for facial landmark detection under various occlusions
by: Abdulganiyu Abdu Yusuf

Automatic Hausa text summarization based on feature extraction using naive Bayes model
by: Bashir, Muazzam

Prediction of solar panel voltage based on weather conditions using machine learning algorithm
by: Deya Al-Deen Nayif Bakheet

Modeling decision making for air quality management using principal component analysis and artificial neural network
by: Musa Shuaibu

A framework of computer-based screening test using learning theories and design guidelines for early detection of Dyslexia
by: Nik Siti Fatima Nik Mat

Classification of students' academic performance using data mining techniques
by: Nur Hafieza Ismail

Enhancing spectral conjugate gradient methods for solving unconstrained optimization problems
by: Usman Abbas Yakubu

Batch back propagation algorithm using dynamic parameters and heuristic approach
by: Mohammed Sarhan Ghalib Al-Duais

Fuzzy integrated decision support system for evaluation of student project
by: Norliza Ghazali

An extension of RMIL and Hybrid conjugate gradient method with global convergence
by: Nur Syarafina Mohamed

Model pengubahsuaian bersepadu takaful auto di Malaysia
by: Nik Nur Zulaikha Ahmad Azhar

Solving unconstrained optimization problems using modified conjugate gradient parameter with sufficient descent condition
by: Kamilu Uba Kamfa

A new nonliner conjugate gradient coefficient via hybrid of fletcher-reeves and hestenes-stiefel methods for unconstrained optimization problems
by: Saleh Nazzal al-Suliman

A new chaotic systems with hidden attractors for dynamical analysis, control and its engineering applications
by: Aceng Sambas

A comparative study of asean and ecowas on the principle on non-interference the case of Myanmar and Gambia
by: Abdullah Shehu Yusuf

Temporal based knowledge management for university innovation product
by: Hussain, Imamuddeen