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A Comparative Study of CatBoost and Double Random Forest
for Multi-class Classification
Multi-class classification has its challenge compared to binary classification. The challenges mainly caused by the interactions
between explanatory and responses variable are increasingly complex. Ensemble-based methods such as boosting and random…
between explanatory and responses variable are increasingly complex. Ensemble-based methods such as boosting and random…
A Comparative Study of Detecting Twitter Spam using Deep Learning
AbstractThis study addresses the escalating challenge of Twitter spam detection by leveraging the power of Convolutional Neural Networks (CNNs). With the proliferation of spam content on social media platforms, traditional machine…
A Comparative Study of Gameplay of Different Sets of Players in an Engineering Mapping Game
Educators in the STEM (science, technology, engineering, and mathematics) field are constantly employing different tools to make the process of education streamlined and fun. The digital gaming platform also called e-gaming platform has evolved as…
A Comparative Study of HTTP and MQTT for IoT Applications in Hydroponics
Hydroponics is basedon nutrients in water. It mustbe regularlymonitoredto prevent plant defects. The Internet of Things has become a solution for remote hydroponic monitoring and is currently being tested on the Yuan HidroponikKelompok Wanita Tani…
A Comparative Study of Naive Bayes, SVM, and Decision Tree Algorithms
for Diabetes Detection Based on Health Datasets
Diabetes is a chronic, progressive condition whose global prevalence continues to rise, creating substantial public health and economic burdens.
Early diagnosis and timely intervention are critical to preventing severe complications and improving…
Early diagnosis and timely intervention are critical to preventing severe complications and improving…
A Comparative Study on South African Users’ Perception to Use, Choose, and Purchase a Smartphone Device through the Lens of the Social Shaping of Technology (SST) Theory
Mobile technologies are increasingly making important contributions to the lives of many users. Various factors are said to influence the decision of users to remain connected and be in constant interaction with other users from the same or different…
A COMPARISON OF CLUSTERING BY IMPUTATION AND SPECIAL CLUSTERING ALGORITHMS ON THE REAL INCOMPLETE DATA
The existence of missing values will really inhibit process of clustering. To overcome it, some of scientists have found several solutions. Both of them are imputation and special clustering algorithms. This paper compared the results of clustering…
A Comparison of Deep Learning Approach for Underwater Object
Detection
n recent year, marine ecosystems and fisheries becomes potential resources, therefore, monitoring of these objects
will be important to ensure their existence. One of computer vision techniques, it is object detection, utilized to
recognize and…
will be important to ensure their existence. One of computer vision techniques, it is object detection, utilized to
recognize and…
A Comparison of Digital Reading Behaviors Among Graduate Students in
Taiwan and The USA
This is a comparative study on digital reading behaviors between students in Graduate Institute of Library and Information Studies (GLIS) in
National Taiwan Normal University and School of Information Studies (SOIS) in University of…
National Taiwan Normal University and School of Information Studies (SOIS) in University of…
A Comparison of the Smoothing Constant Values Among Exponential
Smoothing Methods in Commodity Prices Forecasting
Commodity prices forecasting is one of the business functions to estimate future demand based on past data trend. This study
aims to implement a trial and error technique of the constant (alpha α) value in the exponential smoothing method. Dealing…
aims to implement a trial and error technique of the constant (alpha α) value in the exponential smoothing method. Dealing…