## Grant Number:

> RL-2016-001

## Sponsor:

> Leverhulme Trust

## Project title:

> Out of Our Minds

## Publication:

> A learning perspective on the emergence of abstractions:
> The curious case of phone(me)s

## File description and list:

There are 11 data files in two formats (`*.csv` and `*.rda`), archived as:
`csv.zip` and `rda.zip`, respectively.
+ Data file to run the main Bayesian model          `brmdat`
+ Confusion matrices for three learning algorithms (Memory-Based Learing, MBL;
  Widrow-Hoff, WH; Temporal Difference, TD) and three datasets (Raw, Random,
  Gaussian)                                         `mbl_raw`
                                                    `mbl_rand`
                                                    `mbl_gauss`
                                                    `wh_raw`
                                                    `wh_rand`
                                                    `wh_gauss`
                                                    `td_raw`
                                                    `td_rand`
                                                    `td_gauss`
+ Matrix of theoretical phone features (e.g., sonorant, syllabic, nasal, long)
  which could be either present (1), absent (-1), or irrelevant (0) for each
  given phone                                       `features`

Additionally, there are two Appendices as `*.pdf` files:
+ Formal details of the algorithms                  `Appendix A`
+ Additional cluster analysis dendrograms           `Appendix B`