Results 51 to 60 of about 357,202 (156)

Ensemble machine learning prediction accuracy: local vs. global precision and recall for multiclass grade performance of engineering students

Frontiers in Education
This study examines the prediction accuracy of ensemble machine learning models by comparing local and global precision, recall, and accuracy for multiclass grading of engineering students. It also investigates the performance of various machine learning
Yagyanath Rimal, Yagyanath Rimal, Navneet Sharma   +2 more
doaj   +1 more source

Platelet and Red Blood Cell Indices in Patients with Panic Disorder: A Receiver Operating Characteristic Analysis. [PDF]

J Neurosci Rural Pract, 2020
Ransing RS, Gupta N, Agrawal G, Mahapatro N.   +3 more
europepmc   +1 more source

The estimation of duration of maternally-derived antibodies against Akabane, Aino, and Chuzan virus in calves by the receiver operating characteristic analysis. [PDF]

J Vet Med Sci, 2020
Iwamoto J, Furukawa M.
europepmc   +1 more source

Diagnostic Performance of Neck Circumference and Cut-off Values for Identifying Overweight and Obese Pakistani Children: A Receiver Operating Characteristic Analysis [PDF]

J Clin Res Pediatr Endocrinol, 2020
Asif M, Aslam M, Wyszyńska J, Altaf S, Ahmad S.   +4 more
europepmc   +1 more source

On the use of receiver operating characteristic curve analysis to determine the most appropriate p value significance threshold

Journal of Translational Medicine
Background p value is the most common statistic reported in scientific research articles. Choosing the conventional threshold of 0.05 commonly used for the p value in research articles, is unfounded.
Farrokh Habibzadeh
doaj   +1 more source

Latent Supervision: A Method for Improved Performance and Calibration of Machine Learning Classification Models in Ophthalmology

Ophthalmology Science
Purpose: Standard supervised learning assumes deterministic labels (e.g., positive or negative, present or absent), neglecting the diagnostic uncertainty inherent in clinical practice. We propose latent supervision, a novel algorithm which applies latent
Hady Yazbeck, MD, Jad Assaf, MD, Tom M. Lietman, MD, Jeremy D. Keenan, MD, John Jackson, MD, Jayashree Kalpathy-Cramer, PhD, J. Peter Campbell, MD, Xubo Song, PhD, Travis K. Redd, MD   +8 more
doaj   +1 more source

Comparison of measurement performance among Tono-Vera vet, Tono-Pen vet, and Tono-Vet plus using an ex vivo porcine eye model

BMC Veterinary Research
Background Accurate measurement of intraocular pressure (IOP) is critical in veterinary ophthalmology, yet performance differences between handheld tonometers remain a clinical challenge. This original article aims to directly evaluate the newly launched
Jen-Shuai Chang, Yan-Hui Li, Heng-Ju Lin, Yi-Shan Chiang   +3 more
doaj   +1 more source

An anesthesia-integrated model for predicting postoperative urinary retention after transurethral resection of the prostate: A retrospective cohort study

Journal of International Medical Research
Objective To develop and internally validate an anesthesia-integrated prediction model for postoperative urinary retention after transurethral resection of the prostate.
Pengcheng Zhu, Yan Yang
doaj   +1 more source

Tournament leave-pair-out cross-validation for receiver operating characteristic analysis. [PDF]

Stat Methods Med Res, 2019
Montoya Perez I, Airola A, Boström PJ, Jambor I, Pahikkala T.   +4 more
europepmc   +1 more source