A brief overview of the accuracy of classification algorithms for data prediction in machine learning applications

L Jen, YH Lin - Journal of Applied Data Sciences, 2021 - bright-journal.org
Many business applications rely on their history data to anticipate their company future. The
marketing products process is one of the essential procedures for the firm. Customer needs …

[HTML][HTML] A short review of classification algorithms accuracy for data prediction in data mining applications

I Ba'abbad, T Althubiti, A Alharbi, K Alfarsi… - Journal of Data Analysis …, 2021 - scirp.org
Many business applications rely on their historical data to predict their business future. The
marketing products process is one of the core processes for the business. Customer needs …

Crime Pattern Analysis and Prediction Using Regression Models

S Degadwala, D Vyas, AR Raval… - … Conference on Self …, 2023 - ieeexplore.ieee.org
This research intends to address the pressing concern of women's safety by developing
predictive models for identifying regional women's crimes, utilizing a range of regression …

Unveiling frequently co-occurring reasons of attitudinal acceptance of intimate partner violence against women: a behavioral data science perspective

M Yasir, A Ashraf, MU Chaudhry, SA Batool… - International journal of …, 2022 - mdpi.com
The results of gender equality indicators across the world in the form of prevalence of
intimate partner violence (IPV) against women are striking and has thus drawn the attention …

Forecasting the Rate of Crimes Committed Against Women Using Machine Learning Approach and Data Mining Techniques

S Kumar, O Parhad, D Pathak, S Irlewad… - 2023 7th …, 2023 - ieeexplore.ieee.org
Prediction of the probability of crime in any region is a serious problem, especially in
developing countries. Several factors can influence the crime rate at any location. There …

Data mining to determine the causes of gender-based violence against women in ecuador

OM Cumbicus-Pineda, TE Abad-Eras… - 2021 IEEE Fifth …, 2021 - ieeexplore.ieee.org
In this paper, we applied data mining to determine the causes of gender-based violence
against women in Ecuador. We divided the original database into 30 subsets, according to …

[PDF][PDF] A Survey of Data Mining Techniques for Indoor Localization

US Toro, NA Yakub, AB Dala, MA Baba… - International Journal of …, 2021 - academia.edu
The important need for suitable indoor positioning systems has recently seen an exponential
rise with location-based services emerging in many sectors of human life. This has led to …

A HYBRID MACHINE LEARNING-BASED PREDICTION APPROACH: THE ACCOUNTANT BEHAVIOR

EO Udeagha, ND Choji, UO Mbanaso… - Science World …, 2024 - scienceworldjournal.org
The integration of technology in accounting roles raises questions about the adaptability and
skills of accountants in utilizing these tools effectively. Understanding how accountants' …

Improve the Efficiency and Security by Digitalizing the Sri Lankan Police Department

K Yapa, AN Senaratne, R Pathirathna… - … on Advancements in …, 2021 - ieeexplore.ieee.org
Police, as the main law enforcement organization in Sri Lanka, play a major role in
preserving the public order, preventing criminal, terrorist activities, and enforcing the law. As …

Predict the Crime Rate Against Women Using Machine Learning Classification Techniques

P Tamilarasi, RU Rani - Data Science and Its Applications, 2021 - taylorfrancis.com
Women are the much-respected person in ancient India, but today Indian women are facing
a lot of problems while violence against women is also increasing day by day. From 2011 to …