AN IMPROVED CLASSIFICATION APPROACH USING ENSEMBLE ALGORITHM FOR WEATHER FORECASTING.
Predictive Algorithm is a technique of data science that helps computers learn from existing data to predict future behaviors, outcomes, and trends. This algorithm is a cloud predictive analytics service that makes it possible to quickly create and deploy predictive models as analytics solutions. Se...
| Publicado en: | Turkish Journal of Physiotherapy Rehabilitation Vol. 32; no. 2; pp. 1673 - 1683 |
|---|---|
| Autores principales: | , |
| Formato: | algorithm research tables/charts Journal Article |
| Publicado: |
Turkish Journal of Physiotherapy & Rehabilitation
2021
|
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=151006150&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 151006150 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 13008757 YU1 jtl: Turkish Journal of Physiotherapy Rehabilitation issn: 13008757 maglogo: N pubinfo: dt: 2021 vid: 32 iid: 2 pid: 20392 pub: Turkish Journal of Physiotherapy & Rehabilitation place: Kizilay/ Ankara, <Blank> artinfo: ui: 151006150 151006150 151006150 151006150 ppf: 1673 ppct: 10 formats: fmt: @attributes: type: P tig: atl: AN IMPROVED CLASSIFICATION APPROACH USING ENSEMBLE ALGORITHM FOR WEATHER FORECASTING. aug: au: PRASAD, G. LAKSHMI VARA REDDY, S. PRABHAKAR affil: Associate Professor, Department of Information Technology, QIS College of Engineering and Technology sug: subj: Weather Forecasting Algorithms Evaluation Machine Learning Prediction Models Evaluation Human Validity Climate Change Mobile Applications Data Collection Methods Temperature Decision Trees kappa Statistic Interrater Reliability ab: Predictive Algorithm is a technique of data science that helps computers learn from existing data to predict future behaviors, outcomes, and trends. This algorithm is a cloud predictive analytics service that makes it possible to quickly create and deploy predictive models as analytics solutions. Sensors and computers collect and analyze data. The proposed system is to improve the classification accuracy and that provides advanced solution for weather monitoring to make its real time data easily accessible over a very wide range. The system deals with monitoring weather and climate changes like temperature, humidity, wind speed, moisture using multiple sensors. These sensors send the data to the web page and the sensor data is plotted as graphical statistics. The project even consists of an app that sends notifications as an effective alert system to warn people about sudden and drastic weather changes. For predicting more complex weather forecast that can't be done by sensors alone that analyses the data collected by the sensors and predicts an accurate outcome. Compared to other devices that are available in the market the Smart weather monitoring system is cheaper and cost effective. The application of this will allow organizations to process much larger data sets much faster and precisely. pubtype: Academic Journal doctype: algorithm research tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
|---|