Data Sciences
Machine learning is a highly influential field that has made major contributions to the increased effectiveness of artificial intelligence by utilizing different methods, four of which have been particularly effective.
Abstract
Machine learning is a highly influential field that has made major contributions to the increased effectiveness of artificial intelligence. Machine learning utilizes different methods, four of which have been particularly effective. The Analogizers classify patterns based on their similarity to other patterns. Multidimensional scaling provides support. The Bayesians revise the probability of hypotheses based on new evidence. The Connectionists adjust the strength between layers of “neurons.” Deep leaning based on many layers of connections has proven particularly successful. The Symbolists use rules that combine pieces of pre-existing knowledge. Hybrid systems combine these methods to create systems that are more effective than individual methods.