# supervised

26

Dec

What is Ensemble Learning?

Ensemble learning combines several trees based algorithms to construct better predictive performance than a single tree based algorithm. In other words, Ensemble learning uses multiple learning algorithms to obtain better predictive performance than could be obtained from any of the constituent learning algorithms aloneā¦. Wikipedia The idea behind the ensemble learning is that a group […]

18

Dec

1

K-Means Clustering Algorithm

k-means is one of the simplest unsupervised learning algorithms that solve the well known clustering problem. It is a non-deterministic and iterative method. Its algorithm works over a specified data set using a predefined set of clusters, k. The result of a k-means algorithm is the k clusters of input data partitioned from the clusters. […]