\begin{algorithmic}
\STATE Input: A set of unlabeled data $D$
\STATE Find a clustering of the data
\FORALL{cluster $c \in D$}
	\STATE Label several data points per a sampling strategy
	\STATE Assign each cluster a majority label
\ENDFOR
\STATE Build a classifier using the fully labeled data set
\end{algorithmic}