Evaluate NeurEco Regression model with the command line interface

To perform an evaluation, run the following command in the terminal:

neurecoDNN evaluate path/to/evaluation/configuration/file/eval.conf

The skeleton of an evaluation configuration file, here eval.conf, looks as follows. Its fields should be filled according to the problem at hand.

{
"neurecoDNN_evaluate": {
    "exc_filenames": ["x_test.csv"],
    "model_output_format": "csv",
    "neureco_filename": "model.ednn",
    "write_model_output_to_directory": "ModelOutputs"
}
}

The available evaluation parameters in the configuration file are described in the following table.

NeurEco evaluation parameters in python API

Name	type	description
neureco_filename	string	the path to the NeurEco tabular model.
exc_filenames	list of strings	the path of the files containing the input data on which the model will be applied. The accepted formats are: csv, npy and mat (matlab files).
write_model_output_to_directory	string	the path where the NeurEco outputs will be saved.
model_output_format	string	the format of the outputs to be saved (“csv”, “npy”).