Data preparation for NeurEco Compression with GUI
Data preparation for NeurEco Compression with GUI#
The GUI interface expects the data for model construction or evaluation in form of paths to files containing the data.
The supported formats are:
CSV with “;” or “,” separator;
MATLAB MAT-files .mat
Files contain the numerical data, allowed types: int, float, double
Any input file contains a table with:
number of lines equal to a number of samples
number of columns equal to a number of input features
CSV files could have one additional line for a header
The target values of the Compression problem are equal to its inputs, so only input file is required
The data can be provided in chunks, in multiple input files
There is no need to normalize the data, as the normalization is handled by NeurEco, Data normalization for Tabular Regression.