AVEMAE |
Calculate average mean absolute error (aMAE) |
AVEMAPE |
Calculate average mean absolute percentage error (aMAPE) |
AVEMSE |
Calculate average mean squared error (aMSE) with bias-variance decomposition |
AVEMSLE |
Calculate average mean squared logarithmic error (aMSLE) |
AVERAE |
Calculate average relative absolute error (aRAE) |
AVERMSE |
Calculate average root mean squared error (aRMSE) |
AVERMSLE |
Calculate average root mean squared logarithmic error (aRMSLE) |
AVERRSE |
Calculate average root relative squared error (aRRSE) |
AVERSE |
Calculate average relative squared error (aRSE) |
AVESMAPE |
Calculate average symmetric mean absolute percentage error (aSMAPE) |
FULLSD |
Calculate full scale-dependent statistics |
FULLSI |
Calculate full scale-independent statistics |
TESTNUMB |
A data set created by merging four smaller data sets. Three of those smaller data sets are data from three surveys (O1, O2, O3); the other is data from a "gold standard" survey (A1). All four smaller data sets consist of the same three variables (Q1, Q2, Q3): responses to the same three questions, asked by each survey from the same 10 respondents (ID), along the same 1-99 response scale. |