Table 2 Performance between different models in the population with intermediate length of stay.

From: Leveraging deep neural network and language models for predicting long-term hospitalization risk in schizophrenia

Methods

Features

Correlation

-

Age of admission

0.149

-

NLR

0.032

Random forest

All

0.187 ± 0.023

SVM

All

0.195 ± 0.018

XgBoost

All

0.154 ± 0.037

Lasso

All

0.183 ± 0.018

Ours (Zero-shot)

All

0.213

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