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ML-Census2021

In this repository I will share machine learning algorithms for the 'signs of life' project of the 2021 icelandic Census.

It contains the R-scripts for random forest classification of individuals, optimised for several performance measures under a given tolerance level for specificity.

In 'Random_forest_cutoff_tuning.r' the only tuning parameter is the cutoff, while in 'Random_forest_cutoff_strata' we stratify the sample according to prensence in the country, and optimize 'sampsize' and 'cutoff' simultaneously.

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