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Mean Absolute Percentage Error (MAPE) dan Pengertiannya

Jurnal Pemanfaatan Teknologi untuk Masyarakat: Jurnal Pengabdian Masyarakat
Mean Absolute Percentage Error (MAPE) adalah metrik evaluasi yang umum digunakan dalam statistik dan machine learning untuk mengukur tingkat kesalahan prediksi dalam sebuah model regresi. MAPE sebaiknya digunakan ketika ingin mengukur tingkat kesalahan prediksi dalam persentase, sehingga cocok digunakan dalam kasus di mana perbedaan absolut antara ...
H. Nuha
exaly   +4 more sources

Accuracy Assessment of an Android-Based Pharmacokinetic Application for Amikacin Using Mean Absolute Percentage Error (MAPE)

Malaysian Journal of Medical Research
Background: This study evaluates the accuracy of an Android-based pharmacokinetic application, the "Indonesia Pharmacokinetic Calculator" (Kalkulator Farmakokinetik Indonesia - KFI), developed to calculate individual pharmacokinetic parameters in patients receiving amikacin, a narrow therapeutic index drug.
Triswanto Sentat, Heri Wijaya, Siti Jubaidah   +2 more
exaly   +4 more sources

Forecast Error Calculation with Mean Squared Error (MSE) and Mean Absolute Percentage Error (MAPE)

JINAV: Journal of Information and Visualization, 2020
Calculation errors in forecasting a data are very important from a forecasting process. The high level of forecasting accuracy will affect the level of confidence in forecasting decision making.
A. S. Ahmar
openaire   +2 more sources

ANALISIS KEAKURATAN FORECAST RESIN ABS GRADE 500 322 MENGGUNAKAN PENDEKATAN MEAN ABSOLUTE PERCENTAGE ERROR (MAPE): STUDI KASUS INDUSTRI MANUFAKTUR PLASTIC COLORING DAN COMPOUNDING

Industry Xplore, 2023
The plastic resin coloring industry has a very important role in the molder supply chain. Materials must be imported from abroad with a long enough lead time, so material purchases are made based on the forecast provided by the molder. The constraints that occur are forecast inaccuracies which result in an increase in inventory level of material and a ...
Dwi Irwati, null Ade Nurul Hidayat
openaire   +2 more sources

Fuzzy Inference System Mamdani dan the Mean Absolute Percentage Error (MAPE) untuk Prediksi Permintaan Dompet Pulsa pada XL Axiata Depok [PDF]

Jurnal Informatika Universitas Pamulang, 2017
Kemajuan perkembangan teknologi informasi pada era globalisasi sekarang ini sangat pesat; hal ini menuntut setiap perusahaan untuk dapat saling bersaing dalam dunia bisnis yang dinamis dan penuh persaingan. Pada proses manjaemen permintaan dompet pulsa di XL Axiata cabang Depok memerlukan peramalan yang cukup matang agar dompet pulsa yang diminta ...
Mochammad Bagoes Satria Junianto
openaire   +3 more sources

Mean Absolute Percentage Error for regression models [PDF]

Neurocomputing, 2016
We study in this paper the consequences of using the Mean Absolute Percentage Error (MAPE) as a measure of quality for regression models. We prove the existence of an optimal MAPE model and we show the universal consistency of Empirical Risk Minimization
Benedicte Le Grand, Fabrice Rossi
exaly   +2 more sources

What the mean absolute percentage error (MAPE) should adopt from Bland–Altman analyses

German Journal of Exercise and Sport Research
Abstract Reporting reliability with precision and accuracy is of paramount importance in empirical data collections to ascertain whether data is trustworthy. Reliability is often quantified using the intraclass correlation coefficient (ICC), from which the standard error of measurement (SEM) and the minimal detectable change (MDC) can
Konstantin Warneke, Stanislav D. Siegel, José Afonso, Sebastian Wallot   +3 more
openaire   +2 more sources

Performance Evaluation Against Cost and Time Using Earned Value Analysis (EVA) and Mean Absolute Percentage Error (MAPE)

Reka Buana : Jurnal Ilmiah Teknik Sipil dan Teknik Kimia
Development in the construction sector is rapidly advancing with technological progress. This research focuses on the Damaged Fence Repair project in Karawang, which has a total work length of 780 meters. This project is a response to fence damage that limits the area of PT. Pindo Deli is located along the river flow and in residential areas.
Desma Samosir, Retna Kristiana, Sediyanto Sediyanto   +2 more
openaire   +2 more sources

Forecasting Accuracy Analysis of Catering Raw Material Stock Using Simple Exponential Smoothing Based on Mean Absolute Percentage Error (MAPE)

International Journal Software Engineering and Computer Science (IJSECS)
In the catering industry, inaccurate inventory management often leads to significant food waste or stockouts due to highly volatile raw material demand, and conventional intuition-based procurement methods are no longer sufficient to maintain operational efficiency.
Dimas Eko Prasetyo, Endin Fahrudin
openaire   +2 more sources

A new metric of absolute percentage error for intermittent demand forecasts

International Journal of Forecasting, 2016
The mean absolute percentage error (MAPE) is one of the most widely used measures of forecast accuracy, due to its advantages of scale-independency and interpretability.
Sungil Kim, Heeyoung Kim
exaly   +2 more sources