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SVM - Example of top models with 4 features and best F1-score.

SVM - Example of top models with 4 features and best F1-score.

<p>SVM - Example of top models with 4 features and best F1-score.</p>

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Bibliographic Details
Main Author: Giuliano Lorenzoni (21440268) (author)
Other Authors: Cristina Tavares (15367321) (author), Nathalia Nascimento (21440271) (author), Paulo Alencar (4382428) (author), Donald Cowan (3451277) (author)
Published: 2025
Subjects:
Immunology
Cancer
Science Policy
Mental Health
Biological Sciences not elsewhere classified
traumatic stress disorder
still several challenges
public health agencies
improved experimental settings
natural language processing
ml classification algorithms
experimental case study
common mental disorders
background .</ b
depression detection approaches
mental disorders
case study
depression detection
xgboost models
svm model
specialized personnel
significantly higher
significantly benefited
reduce costs
recent research
random forest
people worldwide
parameter setting
paper tackles
model choices
major comorbidities
machine learning
highly dependent
feature selection
expert professionals
data cleaning
comprehensive assessments
comparable literature
build models
become one
affected millions
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