Mobile Screen Addiction Using Addictive Attribute by Combination of Algorithm-In Addiction Disorder

Mobile Screen Addiction Using Addictive Attribute by Combination of Algorithm-In Addiction Disorder

Data Science, Gradien Booster, logistic regression, Pyplot.

Mobile Screen spent by teenage who use lot of time on screen experience psychiatric problems such as frustration, fatigue, depression, anxiety, and so on. Matplotlib pyplot with histogram figure is used to evaluate the psychiatric condition data (CSV file). For the purpose of rating the condition data, the standard deviation and mean are determined. For data analysis, there is a correlation matrix that compares every row and column. Gradient Booster, Logistic Regression, Knn algorithm is used to compare the precision of the machine learning process, which merged the characteristics of addictive and non-addictive data to find rating disorders.

G. Baby Saral

R. Priya

International Journal of Interactive Mobile Technologies (iJIM); Vol. 17 No. 04 (2023); pp. 144-151

1865-7923

International Association of Online Engineering (IAOE), Vienna, Austria

2023-02-23

Copyright (c) 2023 G. Baby Saral, R. Priya

https://creativecommons.org/licenses/by/4.0

application/pdf

eng

info:eu-repo/semantics/article

info:eu-repo/semantics/publishedVersion

Non-refereed Article