CLASSIFICATION ALGORITHMS

T E C H N O L O G Y

Supervised classification is one of the tasks that are most frequently carried out by the so-called Intelligent Systems. Therefore, a large number of paradigms developed either by Statistics (Logistic Regression, Discriminant Analysis) or by Artificial Intelligence (Neural Networks, Rule Induction, Decision Trees, Bayesian Networks) are capable of performing the tasks of the classification.

UNSUPERVISED CLASSIFICATION
ALGORITHMS (CLUSTERING)

Based on Centroids
Based on connectivity
Based on density
Probabilistic
Neural networks / Deep Learning

SUPERVISED CLASSIFICATION
ALGORITHMS

Decision trees
Bayesian classifiers
Support vector machines
Random trees
K Means