Jeffrey E Rollman, M Thomas, Laura M Mercer Kollar, Katie A Ports, Carmen Clelland, Delight E Satter, Corinne David-Ferdon
American Indian and Alaska Native violence prevention efforts: a systematic review, 1980 to 2018
Injury epidemiology
wifi channel state information csibased human action recognition using convolutional neural networks cnns emerged promising approach nonintrusive activity monitoring however integrity reliability reported performance metrics susceptible data leakage wherein information test set inadvertently influences training process leading inflated accuracy rates paper conduct critical analysis notable ieee sensors journal study wifi csibased human action recognition uncovering instances data leakage resulting absence subjectbased data partitioning empirical investigation corroborates lack exclusivity individuals across dataset partitions underscoring importance rigorous data management practices furthermore demonstrate employing data partitioning respect humans results significantly lower precision rates reported 999 precision highlighting exaggerated nature original findings inflated results could potentially discourage researchers impede progress field fostering sense complacency