This repository houses Python scripts tailored for training and assessing diverse machine learning regression models using the scikit-learn library. These scripts are specialized for datasets relevant to Ignition Delay Time (IDT) prediction.
- K-Nearest Neighbors (KNN)
- Gradient Boosting
- Multi-layer Perceptron (MLP)
- Decision Tree
- Random Forest
- Support Vector Machine (SVM)
- Ensemble methods such as Bagging and AdaBoost