/machine-learning-algorithm-with-R

Collection of machine learning algoritm written in R. covering various supervised and unsupervised machine learning algorithm. These codes are made as supplement of academic module in our data mining and knowledge management course.

Primary LanguageRMIT LicenseMIT

machine-learning-algorithm-with-R

Collection of machine learning algoritm written in R. These codes are made as supplement of academic module in our data mining and knowledge management course.

the machine learning use case and algorithm covering :

  • supervised learning

    • Neural Network
    • Deep Neural Network
    • Regresi Linear dan berganda
    • Regresi Logistik
    • Support Vector Machine
    • Decision Tree
    • Random Forest
    • Naive Bayes
    • K Nearest Neighbour
    • OneR
    • ZeroR

  • unsupervised learning

    • Hierarchical Clustering
    • K-Means Clustering

  • rule-based learning

    • Association Rule (Apriori algorithm)