This is a repository for reproducibility purposes. In this research, a large number of datasets were used to create different ML models, which were then explained by XAI measures. Seeking to identify situations where XAI measures agreed or disagreed with each other.

This is a repository for reproducibility purposes. In this research, a large number of datasets were used to create different ML models, which were then explained by XAI measures. Proposing a new measure of XAI called eXirt.

This is a fully reproducible proof-of-concept pipeline, including all the code, the applied dataset, the state centroids as signatures, and the execution instructions to run the code, for our proposed convergent multi-approach rsfMRI study. We aimed to decode aberrant dFC patterns of intrusive symptoms in schizophrenia.