Machine Learning Models for Salary Prediction in Peruvian Teachers of Regular Basic Education
This paper presents an analysis of machine learning (ML) models to predict the salaries of 108,317 appointed teachers in Ventanilla, Lima, Peru, using recent data. The focal point of the study is appointed teachers, deliberately excluding salaries of hired...
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| Autores principales: | , , , |
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| Formato: | Capítulo de libro |
| Lenguaje: | inglés |
| Publicado: |
2024
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| Acceso en línea: | Enlace permanente (DOI o Handle) |
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| _version_ | 1881508929541767168 |
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| author | Tinoco Ramos, José Yupanqui Arellano, Jhoset Soria Quijaite, Juan Jesus Saboya Rios, Nemias |
| author_browse | Saboya Rios, Nemias Soria Quijaite, Juan Jesus Tinoco Ramos, José Yupanqui Arellano, Jhoset |
| author_facet | Tinoco Ramos, José Yupanqui Arellano, Jhoset Soria Quijaite, Juan Jesus Saboya Rios, Nemias |
| author_sort | Tinoco Ramos, José |
| collection | Producción científica |
| description | This paper presents an analysis of machine learning (ML) models to predict the salaries of 108,317 appointed teachers in Ventanilla, Lima, Peru, using recent data. The focal point of the study is appointed teachers, deliberately excluding salaries of hired... |
| format | Book chapter |
| id | oai:cris.upeu.edu.pe:20.500.15037/986 |
| institution | UPeU |
| language | English |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| record_format | dspace |
| spelling | oai:cris.upeu.edu.pe:20.500.15037/9862026-11-02T22:00:04ZMachine Learning Models for Salary Prediction in Peruvian Teachers of Regular Basic EducationTinoco Ramos, JoséYupanqui Arellano, JhosetSoria Quijaite, Juan JesusSaboya Rios, NemiasThis paper presents an analysis of machine learning (ML) models to predict the salaries of 108,317 appointed teachers in Ventanilla, Lima, Peru, using recent data. The focal point of the study is appointed teachers, deliberately excluding salaries of hired...Book chapter10.1007/978-3-031-70518-2_46https://hdl.handle.net/20.500.15037/986W4404690158enLecture notes in networks and systems978303170517597830317051822367-33702367-33892024-01-012026-06-13T09:42:22Z2026-06-13T09:42:22Z |
| spellingShingle | Tinoco Ramos, José Yupanqui Arellano, Jhoset Soria Quijaite, Juan Jesus Saboya Rios, Nemias Machine Learning Models for Salary Prediction in Peruvian Teachers of Regular Basic Education |
| title | Machine Learning Models for Salary Prediction in Peruvian Teachers of Regular Basic Education |
| title_full | Machine Learning Models for Salary Prediction in Peruvian Teachers of Regular Basic Education |
| title_fullStr | Machine Learning Models for Salary Prediction in Peruvian Teachers of Regular Basic Education |
| title_full_unstemmed | Machine Learning Models for Salary Prediction in Peruvian Teachers of Regular Basic Education |
| title_short | Machine Learning Models for Salary Prediction in Peruvian Teachers of Regular Basic Education |
| title_sort | machine learning models for salary prediction in peruvian teachers of regular basic education |
| url | https://hdl.handle.net/20.500.15037/986 |
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