Predicting Low Cognitive Ability at Age 5-Feature Selection Using Machine Learning Methods and Birth Cohort Data
Objectives: In this study, we applied the random forest (RF) algorithm to birth-cohort data to train a model to predict low cognitive ability at 5 years of age and to identify the important predictive features.Methods: Data was from 1,070 participants in the Irish population-based BASELINE cohort. A...
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| Main Authors: | , , , , , |
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| Format: | Book |
| Published: |
Frontiers Media S.A.,
2022-11-01T00:00:00Z.
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| Call Number: |
A1234.567 |
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| Copy 1 | Available |