Benchmarking of Classification Algorithms for Psychological Diagnosis

Jhony Llano, Vanessa Ramirez, Paulina Morillo

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Original languageEnglish
Title of host publicationSmart Technologies, Systems and Applications - 1st International Conference, SmartTech-IC 2019, Proceedings
EditorsFabián R. Narváez, Diego F. Vallejo, Paulina A. Morillo, Julio R. Proaño
PublisherSpringer
Pages188-201
Number of pages14
ISBN (Print)9783030467845
DOIs
StatePublished - 1 Jan 2020
Event1st International Conference on Smart Technologies, Systems and Applications, SmartTech-IC 2019 - Quito, Ecuador
Duration: 2 Dec 20194 Dec 2019

Publication series

NameCommunications in Computer and Information Science
Volume1154 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference1st International Conference on Smart Technologies, Systems and Applications, SmartTech-IC 2019
CountryEcuador
CityQuito
Period2/12/194/12/19

Keywords

  • Accuracy
  • Bayesian Networks
  • k-Nearest Neighbors
  • Logistic Regression
  • Performance
  • Precision
  • Random Forest
  • Recall
  • ROC
  • Support Vector Machine

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  • Cite this

    Llano, J., Ramirez, V., & Morillo, P. (2020). Benchmarking of Classification Algorithms for Psychological Diagnosis. In F. R. Narváez, D. F. Vallejo, P. A. Morillo, & J. R. Proaño (Eds.), Smart Technologies, Systems and Applications - 1st International Conference, SmartTech-IC 2019, Proceedings (pp. 188-201). (Communications in Computer and Information Science; Vol. 1154 CCIS). Springer. https://doi.org/10.1007/978-3-030-46785-2_16