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Statistical error measure
In statistics, mean absolute error (MAE) is a measure of errors between paired observations expressing the same phenomenon. Examples of Y versus X include
Mean_absolute_error
Measure of prediction accuracy of a forecast
The mean absolute percentage error (MAPE), also known as mean absolute percentage deviation (MAPD), is a measure of prediction accuracy of a forecasting
Mean absolute percentage error
Mean_absolute_percentage_error
Measure of forecasting quality
In statistics, the mean absolute scaled error (MASE) is a measure of the accuracy of forecasts. It is the mean absolute error of the forecast values, divided
Mean_absolute_scaled_error
Statistical measure
The root mean square deviation (RMSD) or root mean square error (RMSE) is a frequently used measure of the distances between actual observed values and
Root_mean_square_deviation
Measure of the error of an estimator
In statistics, the mean squared error (MSE) or mean squared deviation (MSD) of an estimator (of a procedure for estimating an unobserved quantity) measures
Mean_squared_error
Summary statistic of variability
Median absolute deviation Squared deviations from the mean Least absolute deviations Errors Mean absolute error Mean absolute percentage error Probable
Average_absolute_deviation
Statistics concept
Error detection and correction Explained sum of squares Innovation (signal processing) Lack-of-fit sum of squares Margin of error Mean absolute error
Errors_and_residuals
Measure of statistical dispersion
relative mean absolute difference, which is the mean absolute difference divided by the arithmetic mean, and equal to twice the Gini coefficient. The mean absolute
Mean_absolute_difference
Statistical accuracy measure
The symmetric mean absolute percentage error (SMAPE or sMAPE) is an accuracy measure based on percentage (or relative) errors. It is usually defined[citation
Symmetric mean absolute percentage error
Symmetric_mean_absolute_percentage_error
Australian statistician (born 1967)
forecast error measurement metric mean absolute scaled error (MASE). Common metrics of forecast error, such as mean absolute error, geometric mean absolute error
Rob_J._Hyndman
Statistical property
the standard error of the mean. The standard error is often used in calculations of confidence intervals. The sampling distribution of a mean is generated
Standard_error
In statistics, the mean signed difference (MSD), also known as mean signed deviation, mean signed error, or mean bias error is a sample statistic that
Mean_signed_deviation
Topics referred to by the same term
error metrics are: Mean Squared Error (MSE) Root Mean Square Error (RMSE) Mean absolute error (MAE) Mean Absolute Scaled Error (MASE) Mean Absolute Percentage
Error_metric
Measure of statistical error
is zero. Percentage error Mean absolute percentage error Mean squared error Mean squared prediction error Minimum mean-square error Squared deviations
Mean_percentage_error
Middle quantile of a data set or probability distribution
minimizer of the mean absolute error with respect to X. In particular, if m is a sample median, then it minimizes the arithmetic mean of the absolute deviations
Median
Difference between a variable's observed value and a reference value
frequently the mean of that variable. Deviations with respect to the sample mean and the population mean (or "true value") are called errors and residuals
Deviation_(statistics)
Measure of accuracy of predictions
terms of metrics such as correlation, root mean squared error, mean absolute error, relative mean absolute error, bias, and the Brier score, among others
Forecast_skill
Statistical measure of variability
Interquartile range Probable error Robust measures of scale Relative mean absolute difference Average absolute deviation Least absolute deviations Dodge, Yadolah
Median_absolute_deviation
Measure of variation in statistics
deviation Error bar Geometric standard deviation Mahalanobis distance generalizing number of standard deviations to the mean Mean absolute error Median absolute
Standard_deviation
Extinct genus of early cetacean
using skeletal to body mass ratio, Motani and Pyenson calculated the mean absolute error for each body mass estimation methods of cetaceans. They further
Perucetus
Topics referred to by the same term
science experiment conducted during NASA's Mars Pathfinder mission Mean absolute error, a measure of statistical deviation Member of the Academia Europaea
MAE
Polling division in Gampaha District, Sri Lanka
Archived from the original on 2010-11-27. Retrieved 2026-11-05. The mean absolute error, between the percentages of votes each party got in Ja Ela and the
Ja_Ela_Polling_Division
Statistical law in machine learning
precision, recall, and F1 score for classification tasks; Mean squared error (MSE) or mean absolute error (MAE) for regression tasks; Elo rating in a competition
Neural_scaling_law
Making predictions with available data
scales. Mean absolute error (MAE) or mean absolute deviation (MAD): MAE=MAD=∑t=1N|Et|N Mean squared error (MSE) or mean squared prediction error (MSPE):
Forecasting
Statistical amount
σ2, the standard error of the weighted mean, σx¯, can be shown via uncertainty propagation to be: σx¯=σ∑i=1nwi'2 For the weighted mean of a list of data
Weighted_arithmetic_mean
Statistical optimality criterion
Least absolute deviations (LAD), also known as least absolute errors (LAE), least absolute residuals (LAR), or least absolute values (LAV), is a statistical
Least_absolute_deviations
Statistical measure of the magnitude of a phenomenon
variables, the regression coefficient in a regression, the mean difference, the standardised mean differences, and the risk of a particular event (such as
Effect_size
Probability distribution
Φ(x)=12π∫−∞xe−t2/2dt. The related error function erf(x) gives the probability of a random variable, with normal distribution of mean 0 and variance 1/2, falling
Normal_distribution
2D graphic with logarithmic scales on both axes
a line plot of three error metrics (Mean Absolute Error - MAE, Root Mean Square Error - RMSE, and Mean Absolute Logarithmic Error - MALE) calculated over
Log–log_plot
Sigmoid shape special function
values of X, the error function has the following interpretation: for a real random variable Y that is normally distributed with mean 0 and standard deviation
Error_function
Measure of temperature relative to absolute zero
temperature, also known as absolute temperature, is a physical quantity that measures temperature starting from absolute zero, the point at which particles
Thermodynamic_temperature
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Katana and the
Katana_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Udunuwara and
Udunuwara_Polling_Division
Statistical algorithm
finding the filter coefficients that relate to producing the least mean square of the error signal (difference between the desired and the actual signal).
Least_mean_squares_filter
Effect of variables' uncertainties on the uncertainty of a function based on them
number of ways. It may be defined by the absolute error Δx. Uncertainties can also be defined by the relative error (Δx)/x, which is usually written as a
Propagation_of_uncertainty
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Dambulla and
Dambulla_Polling_Division
Comparisons in quantitative sciences
difference and absolute difference. The percent error is a special case of the percentage form of relative change calculated from the absolute change between
Relative_change
(signal) is the ratio of the RMS (root mean square) value to the average value (mathematical mean of absolute values of all points on the waveform). It
Form_factor_(electronics)
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Kesbewa and the
Kesbewa_Polling_Division
Measure for evaluating probabilistic forecasts
events. The CRPS can be thought of as the generalization of the mean absolute error (MAE) to probabilistic forecasts, and for a single sample is equivalent
Scoring_rule
Square root of the mean square
sets can serve as a measure of how far on average the error is from 0. The mean of the absolute values of the pairwise differences could be a useful measure
Root_mean_square
Number taken as representative of a list of numbers
the mean for reducing observation errors was mainly developed in astronomy. A possible precursor to the arithmetic mean is the mid-range (the mean of the
Average
Linear regression model with a single explanatory variable
that of the normality of the error terms, the estimator of the slope coefficient will itself be normally distributed with mean β and variance σ2/∑i(xi−x¯)2
Simple_linear_regression
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Yatinuwara and
Yatinuwara_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Ratnapura and
Ratnapura_Polling_Division
Lowest theoretical temperature
Absolute zero is the theoretically coldest temperature, a state at which a system's internal energy, and in ideal cases entropy, reach their minimum values
Absolute_zero
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Bibile and the
Bibile_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Anamaduwa and
Anamaduwa_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Passara and the
Passara_Polling_Division
Concepts from statistical hypothesis testing
Type M errors are errors of magnitude. This is addressed through an "exaggeration factor", an assessment of the expected ratio of the absolute values
Type_I_and_type_II_errors
Rule for calculating an estimate of a given quantity based on observed data
sample. The mean squared error of θ^ is defined as the expected value (probability-weighted average, over all samples) of the squared errors; that is,
Estimator
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Mihinthale and
Mihintale_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Wariyapola and
Wariyapola_Polling_Division
Overview of and topical guide to statistics
Optimal decision Type I and type II errors Decision rule Minimax Loss function Mean squared error Mean absolute error Estimation theory Estimator Bayes
Outline_of_statistics
Method of speech synthesis that uses deep neural networks
generator, the loss function is typically L1 loss (Mean Absolute Error, MAE) or L2 loss (Mean Square Error, MSE). These loss functions impose a constraint
Deep learning speech synthesis
Deep_learning_speech_synthesis
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Beliatta and
Beliatta_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Anuradhapura
Anuradhapura West Polling Division
Anuradhapura_West_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Pothuvil and
Pothuvil_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Nivithigala and
Nivithigala_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Katugampola and
Katugampola_Polling_Division
Polling Division in Sri Lanka
2012". Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Panduwasnuwara
Panduwasnuwara Polling Division
Panduwasnuwara_Polling_Division
law Mean Mean – see also expected value Mean absolute error Mean absolute percentage error Mean absolute scaled error Mean and predicted response Mean deviation
List_of_statistics_articles
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Negombo and the
Negombo_Polling_Division
Method of cataract surgery
Service (NHS) cataract surgery service from 2006 to 2016 showed a mean absolute error between the targeted and outcome refraction of 0.50 dioptres, with
Phacoemulsification
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Ruwanwella and
Ruwanwella_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Mulkirigala and
Mulkirigala_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Dambadeniya and
Dambadeniya_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Medawachchiya
Medawachchiya Polling Division
Medawachchiya_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Agalawatta and
Agalawatta_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Divulapitiya
Divulapitiya_Polling_Division
Relative measure of dispersion expressed as the ratio of standard deviation to the mean
It is defined as the ratio of the standard deviation σ to the mean μ (or its absolute value, |μ|), and often expressed as a percentage ("%RSD"). The
Coefficient_of_variation
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Chilaw and the
Chilaw_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Dompe and the
Dompe_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Puttalam and
Puttalam_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Udupiddy and
Udupiddy_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Bulathsinhala
Bulathsinhala Polling Division
Bulathsinhala_Polling_Division
Predicting the appropriate refractive power for a prosthetic lens implant
1. Mean Error (ME) and standard deviation (SD) in prediction. 2. Mean Absolute Error (MAE) and standard deviation (SD) in prediction. 3. The percentage
Intraocular lens power calculation
Intraocular_lens_power_calculation
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Horana and the
Horana_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Kaduwela and
Kaduwela_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Rambukkana and
Rambukkana_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Mathugama and
Mathugama_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Attanagalla and
Attanagalla_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Mahara and the
Mahara_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Balangoda and
Balangoda_Polling_Division
Former web service operated by Google
horizon for which Google Flu Trends predictions are available), the mean absolute error of Google Flu Trends was 0.38 and of the recency heuristic 0.20 (both
Google_Flu_Trends
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Uva Paranagama
Uva Paranagama Polling Division
Uva_Paranagama_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Kekirawa and
Kekirawa_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Harispattuwa
Harispattuwa_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Avissawella and
Avissawella_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Hanguranketha
Hanguranketha Polling Division
Hanguranketha_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Ududumbara and
Ududumbara_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Mahanuwara and
Mahanuwara_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Nuwara Eliya
Nuwara Eliya Maskeliya Polling Division
Nuwara_Eliya_Maskeliya_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Kayts and the
Kayts_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Ambalangoda and
Ambalangoda_Polling_Division
forecasts are less biased and more accurate in terms of mean absolute error and root mean square error. Formal tests show these differences are statistically
Economic Outlook (OECD publication)
Economic_Outlook_(OECD_publication)
Polling division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Trincomalee and
Trincomalee_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Batticaloa and
Batticaloa_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Samanthurai and
Sammanthurai_Polling_Division
Polling Division in Sri Lanka
gov.lk. Department of Census and Statistics, Sri Lanka. 2012. The mean absolute error, between the percentages of votes each party got in Walapane and
Walapane_Polling_Division
travel, tourism, insurance
MEAN ABSOLUTE-ERROR
MEAN ABSOLUTE-ERROR
MEAN ABSOLUTE-ERROR
MEAN ABSOLUTE-ERROR
MEAN ABSOLUTE-ERROR
MEAN ABSOLUTE-ERROR
MEAN ABSOLUTE-ERROR
MEAN ABSOLUTE-ERROR
MEAN ABSOLUTE-ERROR
travel, tourism, insurance