Results 61 to 70 of about 467,408 (158)

Empirical risk minimization is consistent with the mean absolute percentage error

, 2015
We study in this paper the consequences of using the Mean Absolute Percentage Error (MAPE) as a measure of quality for regression models. We show that finding the best model under the MAPE is equivalent to doing weighted Mean Absolute Error (MAE) regression.
de Myttenaere, Arnaud, Le Grand, Bénédicte, Rossi, Fabrice   +2 more
openaire   +3 more sources

Case study in evaluating time series prediction models using the relative mean absolute error. [PDF]

Am Stat, 2016
Reich NG, Lessler J, Sakrejda K, Lauer SA, Iamsirithaworn S, Cummings DA.   +5 more
europepmc   +1 more source

Symphysis-Fundal height measurements in estimating birth-Weight

International Journal of Medicine and Health Development, 2001
Objective: To describe the derivation, accuracy, and limitations of a new formula for estimating birth-weight using symphysiofundal height measurement in centimetres. Methods: The derivation of the formula was described.
H E Onah, P O Nkwo
doaj  

SpaiNN: equivariant message passing for excited-state nonadiabatic molecular dynamics. [PDF]

Chem Sci
Mausenberger S, Müller C, Tkatchenko A, Marquetand P, González L, Westermayr J.   +5 more
europepmc   +1 more source

DP5 without DFT: uncertainty-calibrated graph neural net accelerates structure confirmation <i>via</i> NMR. [PDF]

Chem Sci
Kotlyarov R, Howarth A, Goodman JM.
europepmc   +1 more source

Redefining multi-target weather forecasting with a novel deep learning model: Hierarchical temporal convolutional long short-term memory with attention (HTC-LSTM-Attn) in Bangladesh. [PDF]

PLoS One
Kabir MA, Chakma C.
europepmc   +1 more source

Spherical equivalent prediction analysis in intraocular lens power calculations using Barrett Universal II formula variations. [PDF]

J Cataract Refract Surg
Figueiredo I, Machado I, Lobo C, Raimundo M.   +3 more
europepmc   +1 more source

Deep Learning for Age Estimation and Sex Prediction Using Mandibular-Cropped Cephalometric Images: Comparative Model Development and Validation Study. [PDF]

JMIR AI
Handayani VW, Margaretha Amiatun Ruth MS, Rulaningtyas R, Kurniawan A, Yudhantorro BA, Yudianto A.   +5 more
europepmc   +1 more source

Comparison of machine learning models for hemoglobin prediction in patients undergoing maintenance hemodialysis. [PDF]

Front Mol Biosci
Xie T, Su X, Yun C, Tang X, Zheng X, Dong J, Guo Q, Zhu S, Tang D, Dai Y, Yin L.   +10 more
europepmc   +1 more source

Evaluation of 7 modern IOL power calculation formulas in two PARTIAL-Range of Field IOL designs and a new constant optimization method. [PDF]

BMC Ophthalmol
Zhu M, Zeng Z, Zhang Z, Zhang G.
europepmc   +1 more source