Pug mustache. Helvetica pour-over

The Forum for Democratic Change, founded on 16 December 2004, is the main opposition party in Uganda. The FDC was founded as an umbrella body called Reform Agenda, mostly for disenchanted former members and followers of President Yoweri Museveni's National Resistance Movement (NRM). Party president Kizza Besigye, formerly a close ally of Museveni, was a candidate in 2001, 2006, 2011 and 2016 presidential elections. In November 2012, Mugisha Muntu was elected as President of the FDC until November 2017 when he was defeated by Patrick Oboi Amuriat the current party President until 2022.

In statistics, kernel density estimation (KDE) is the application of kernel smoothing for probability density estimation, i.e., a non-parametric method to estimate the probability density function of a random variable based on kernels as weights. KDE answers a fundamental data smoothing problem where inferences about the population are made based on a finite data sample. In some fields such as signal processing and econometrics it is also termed the Parzen–Rosenblatt window method, after Emanuel Parzen and Murray Rosenblatt, who are usually credited with independently creating it in its current form. One of the famous applications of kernel density estimation is in estimating the class-conditional marginal densities of data when using a naive Bayes classifier, which can improve its prediction accuracy.