Machine Learning - Semi-Supervised Learning

Semi-supervised learning is sort of in-between supervised and unsupervised learning. This is where part of the given data set partly consists of data points "x" that provide the result "y", but the other part of the data set does not provide the result "y", only more data points "x". The results of the latter part would need to be predicted.