Regional analysis of socioeconomic indicators and federated learning performance gain. af Roberta Moreira Wichmann (14259316)

Fag:

Hospitals by region in Brazil, with a list of hospitals. af Roberta Moreira Wichmann (14259316)

Fag:

Comparison of predictive performance between federated and local learning models. af Roberta Moreira Wichmann (14259316)

Fag:

Evolution of the hyperparameter <i>t</i> in relation to the LR and MLP models. af Roberta Moreira Wichmann (14259316)

Fag:

Raw performance metrics for the Random Forest (RF) model. af Roberta Moreira Wichmann (14259316)

Fag:

Raw performance metrics for the Logistic Regression (LR) model. af Roberta Moreira Wichmann (14259316)

Fag:

Schematic visualization of the federated learning approaches. af Roberta Moreira Wichmann (14259316)

Fag:

Raw performance metrics for the MLP model. af Roberta Moreira Wichmann (14259316)

Fag:

List of variables used to predict hospitalization mortality in the federated and local learning approaches. af Roberta Moreira Wichmann (14259316)

Fag: