Table of Contents
-
EDA
- From where the most guests are coming ?
- How much do guests pay for a room per night?
- How does the price vary per night over the year?
- Which are the most busy months?
- How long do people stay at the hotels?
-
Data Pre Processing
-
Model Building
- Logistic Regression
- Knn
- Decision Tree Classifier
- Random Forest Classifier
- Ada Boost Classifier
- Gradient Boosting Classifier
- XgBoost
- Cat Boost Classifier
- Extra Trees Classifier
- LGBM Classifier
- ANN
- Voting Classifier
-
Models Comparison
By using different machine learning algorithms and trainning the data on each machine learning algorithm. on the basis of accuracy I have choosen the best model which is catboostclassifier.