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Table 4 Table of time needed to complete training and testing time series models according to model type and data model used

From: Predicting the outcome for COVID-19 patients by applying time series classification to electronic health records

Time series model

Data model

Training and testing time

Univariate

Complete hospitalization history

x

Univariate

Independent days of hospitalization

5,62x

Multivariate

Independent days of hospitalization

6,07x

Multivariate

Complete hospitalization history

45,67x

  1. These times refer to the first COVID-19 wave dataset, the biggest available
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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