Time-generalisation decoding example dataset

A tidy dataset containing time-generalisation decoding results (AUC values) for multiple participants, indexed by training time and testing time.

Usage

timegen_data

Format

A data frame with the following columns:

train_time

Numeric. Training time (in seconds) relative to event onset.

test_time

Numeric. Testing time (in seconds) relative to event onset.

auc

Numeric. Area under the ROC curve (AUC) for the decoding model.

participant

Integer. Participant identifier.

Details

Each row corresponds to one participant's AUC for a given (train_time, test_time) pair. This dataset can be used to demonstrate aggregation, visualisation, and statistical modelling of time-generalization matrices.