Data Mining Algorithms
Some of the Data Mining algorithms like Apriori, K Means, Decision Trees etc, without using any ML libraries like Scikit-Learn
Algorithms
1. Decision Tree Classifier
A Simple Classification algorithm using Decision Trees using Entropy
2. Gini Index for Decision Tree Classifier
Decision Tree algorithm using Gini Index
3. Association Rules - Apriori
Gives the Most Frequent Item Sets from the given dataset.
4. Association Rules - Partition
Here the given data is divided into n parts and then apriori algorithm is applied onto the it. Later the frequent sets are combined together and then a frequent set is generated from it.
5. Clustering - K Medoids
Simple Clustering Algorithm using K - Medoids
6. Clustering - K Means
Clustering using K-Means algorithm