adult_ready_small

<p>A compact (n = 1000) sample of the pre-cleaned Adult dataset for examples
and vignettes. All original columns are retained; only rows are subsampled.</p>

datasets

Tools for training and analysing fairness-aware gated neural
networks for subgroup-aware prediction and interpretation in clinical datasets.
Methods draw on prior work in mixture-of-experts neural networks by
Jordan and Jacobs (1994) <doi:10.1007/978-1-4471-2097-1_113>,
fairness-aware learning by Hardt, Price, and Srebro (2016) <doi:10.48550/arXiv.1610.02413>,
and personalised treatment prediction for depression by Iniesta, Stahl, and McGuffin (2016)
<doi:10.1016/j.jpsychires.2016.03.016>.

Rhys Holland

fairGATE

Fair Gated Algorithm for Targeted Equity

adult_ready_small function

<p>A data frame with 1000 rows and K columns (same schema as the full dataset).</p>

adult_ready_small: Adult ready (small sample)

Description

Usage

Arguments

Format

Details

Examples