In this repository I try to implement few graph algorithms to improve the performance of a ML model.
I used the Game of Thrones dataset to make the model. The Machine Learning model is made up of a simple Random Forest.
ML model with RandomForestClassifier -> Get Accuracy -> Implement Graph Algorithms -> Testing Previous ML model to check for better accuracy.
- Page Rank
- Closeness Centrality
- sklearn
- neo4j
- pandas
- nxneo4j
- networkx
Neo4j is only used to see graph visualization of the dataset
Graph algorithms are not implemented using any Neo4j library~