Nonparametric statistical analysis for multiple comparison of machine learning regression algorithms

B Trawiński, M Smętek, Z Telec, T Lasota - International Journal of …, 2012 - sciendo.com
… We emphasize that it is necessary to distinguish between pairwise and multiple comparison
tests. … comparison statistical procedures to analyse and select machine learning algorithms. …

[HTML][HTML] Comparison of machine learning and logistic regression models in predicting acute kidney injury: A systematic review and meta-analysis

X Song, X Liu, F Liu, C Wang - International journal of medical informatics, 2021 - Elsevier
Introduction We aimed to assess whether machine learning models are superior at predicting
acute kidney injury (AKI) compared to logistic regression (LR), a conventional prediction …

Automated plant disease analysis (APDA): performance comparison of machine learning techniques

A Akhtar, A Khanum, SA Khan… - 2013 11th International …, 2013 - ieeexplore.ieee.org
MACHINE LEARNING TECHNIQUES Five (5) different Machine Learning techniques for
learning classifier have been investigated in this paper. These techniques are selected due to …

Heart disease prediction using supervised machine learning algorithms: Performance analysis and comparison

MM Ali, BK Paul, K Ahmed, FM Bui, JMW Quinn… - Computers in Biology …, 2021 - Elsevier
… stage heart disease prediction by analytical support of clinical … machine learning classifiers
with the highest accuracy for such diagnostic purposes. Several supervised machine-learning

Accuracy analyses and model comparison of machine learning adopted in building energy consumption prediction

Z Liu, D Wu, Y Liu, Z Han, L Lun… - Energy Exploration …, 2019 - journals.sagepub.com
… In current technologically advanced period, machine learning method has … machine learning
mainly involves medical diagnosis, data analysis, optimization analysis, structural analysis, …

Comparative analysis of machine learning algorithms along with classifiers for network intrusion detection

S Choudhury, A Bhowal - 2015 International Conference on …, 2015 - ieeexplore.ieee.org
… and machine learning algorithms … machine learning algorithms, we have worked on Boosting,
Bagging and Blending (Stacking) and compared their accuracies as well. The comparison

Prediction and behavioral analysis of travel mode choice: A comparison of machine learning and logit models

X Zhao, X Yan, A Yu, P Van Hentenryck - Travel behaviour and society, 2020 - Elsevier
… a comprehensive comparison between logit models and machine learning that covers …
analysis by comparing both the predictive accuracy and behavioral outputs of machine-learning

[PDF][PDF] Supervised machine learning algorithms: classification and comparison

FY Osisanwo, JET Akinsola, O Awodele… - … Journal of Computer …, 2017 - researchgate.net
… The comparative analysis among various supervised machine learning algorithms was
carried out using WEKA 3.7.13 (WEKA - Waikato Environment for Knowledge Analysis). The data …

Comparative study of machine learning techniques in sentimental analysis

BK Bhavitha, AP Rodrigues… - … conference on inventive …, 2017 - ieeexplore.ieee.org
… This paper presents a detail survey of various machine learning techniques and then compared
… On comparing we get 85% of accuracy by using supervised machine learning technique …

[HTML][HTML] A performance comparison of supervised machine learning models for Covid-19 tweets sentiment analysis

F Rustam, M Khalid, W Aslam, V Rupapara… - Plos one, 2021 - journals.plos.org
… -19 tweets sentiment analysis using a supervised machine learning approach. Identification
… The contribution of this work is the performance evaluation of various machine learning