KSAI

MachineX: Association Rule Learning with KSAI

September 10, 2018September 10, 2018ML, AI and Data Engineering, Studio-ScalaAI, association rule learning, KSAI, Machine Learning, MachineX, scala, Scalable

Reading Time: 2 minutes In many of my previous blogs, I have posted about Association Rule Learning, what it’s about and how it is performed. In this blog, we are going to use Association Rule Learning to actually see it in action, and for this purpose, we are going to use KSAI, a machine learning library purely written in Scala. So, let’s begin. Adding KSAI to your project You Continue Reading

MachineX: KNN algorithm using KSAI

September 4, 2018ML, AI and Data Engineering, Studio-ScalaK nearest neighbour, KNN algorithm, KSAI

Reading Time: 3 minutes Classification is a well-known area of machine learning. the K-Nearest neighbor algorithm is a simple algorithm that keeps all available cases and classifies new cases based on the similarity with existing cases. KNN has been used in pattern recognition as a non-parametric technique. in this algorithm, a case is classified by a majority of votes of its neighbors. if K=1 then the cases are assigned Continue Reading