[HTML][HTML] Relationship between prediction accuracy and feature importance reliability: An empirical and theoretical study

J Chen, LQR Ooi, TWK Tan, S Zhang, J Li, CL Asplund… - NeuroImage, 2023 - Elsevier
There is significant interest in using neuroimaging data to predict behavior. The predictive
models are often interpreted by the computation of feature importance, which quantifies the …

Relationship between prediction accuracy and feature importance reliability: An empirical and theoretical study.

J Chen, LQR Ooi, TWK Tan, S Zhang, J Li… - NeuroImage, 2023 - psycnet.apa.org
There is significant interest in using neuroimaging data to predict behavior. The predictive
models are often interpreted by the computation of feature importance, which quantifies the …

Relationship between prediction accuracy and feature importance reliability: An empirical and theoretical study

J Chen, LQR Ooi, TWK Tan, S Zhang, J Li… - …, 2023 - researchwithrutgers.com
There is significant interest in using neuroimaging data to predict behavior. The predictive
models are often interpreted by the computation of feature importance, which quantifies the …

Relationship Between Prediction Accuracy and Feature Importance Reliability: an Empirical and Theoretical Study

J Chen, LQR Ooi, TW Kiat Tan, S Zhang, J Li… - bioRxiv, 2022 - biorxiv.org
There is significant interest in using neuroimaging data to predict behavior. The predictive
models are often interpreted by the computation of feature importance, which quantifies the …

Relationship between prediction accuracy and feature importance reliability: An empirical and theoretical study.

J Chen, LQR Ooi, TWK Tan, S Zhang, J Li… - Neuroimage, 2023 - europepmc.org
There is significant interest in using neuroimaging data to predict behavior. The predictive
models are often interpreted by the computation of feature importance, which quantifies the …

[PDF][PDF] Relationship between prediction accuracy and feature importance reliability: An empirical and theoretical study

J Chen, LQR Ooi, TWK Tan, S Zhang, J Li… - …, 2023 - juser.fz-juelich.de
abstract There is significant interest in using neuroimaging data to predict behavior. The
predictive models are often interpreted by the computation of feature importance, which …

Relationship between prediction accuracy and feature importance reliability: An empirical and theoretical study

J Chen, LQR Ooi, TWK Tan, S Zhang, J Li… - …, 2023 - pubmed.ncbi.nlm.nih.gov
There is significant interest in using neuroimaging data to predict behavior. The predictive
models are often interpreted by the computation of feature importance, which quantifies the …

[HTML][HTML] Relationship between prediction accuracy and feature importance reliability: An empirical and theoretical study

J Chen, LQR Ooi, TWK Tan, S Zhang, J Li… - NeuroImage, 2023 - ncbi.nlm.nih.gov
There is significant interest in using neuroimaging data to predict behavior. The predictive
models are often interpreted by the computation of feature importance, which quantifies the …

Relationship Between Prediction Accuracy and Feature Importance Reliability: an Empirical and Theoretical Study.

J Chen, LQR Ooi, TWK Tan, S Zhang, J Li… - Neuroimage, 2023 - europepmc.org
There is significant interest in using neuroimaging data to predict behavior. The predictive
models are often interpreted by the computation of feature importance, which quantifies the …

Relationship Between Prediction Accuracy and Feature Importance Reliability: an Empirical and Theoretical Study

J Chen, J Li, D Bzdok, S Zhang, CL Asplund… - …, 2023 - juser.fz-juelich.de
There is significant interest in using neuroimaging data to predict behavior. The predictive
models are often interpreted by the computation of feature importance, which quantifies the …