oking-Cancellation-Prediction-Using-Decision-Tree
所属分类：聚类算法
开发工具：Jupyter Notebook
文件大小：0KB
下载次数：0
上传日期：2023-08-05 08:01:17
上 传 者：
sh-1993
说明： 基于决策树的酒店预订取消预测，，
(Hotel-Booking-Cancellation-Prediction-Using-Decision-Tree,,)
文件列表:
DiscFile/ (0, 2023-08-05)
DiscFile/Final1 - Hotel Booking Cancellation Prediction using Decision Tree.rar (11381140, 2023-08-05)
DiscFile/Ver1 - Hotel Booking Cancellation Prediction using Decision Tree.rar (8500818, 2023-08-05)
DiscFile/Ver2 - Hotel Booking Cancellation Prediction using Decision Tree.rar (8796768, 2023-08-05)
DiscFile/ver3 - Hotel Booking Cancellation Prediction using Decision Tree.rar (11796527, 2023-08-05)
DiscFile/ver4 - Hotel Booking Cancellation Prediction using Decision Tree.rar (11865274, 2023-08-05)
Functional_Website/ (0, 2023-08-05)
Functional_Website/__pycache__/ (0, 2023-08-05)
Functional_Website/__pycache__/dst_script.cpython-37.pyc (959, 2023-08-05)
Functional_Website/__pycache__/dst_script.cpython-39.pyc (4238, 2023-08-05)
Functional_Website/app.py (1754, 2023-08-05)
Functional_Website/dst_script.py (6612, 2023-08-05)
Functional_Website/dtc.joblib (825987, 2023-08-05)
Functional_Website/example/ (0, 2023-08-05)
Functional_Website/example/Variable.pdf (173734, 2023-08-05)
Functional_Website/example/variable.csv (2586, 2023-08-05)
Functional_Website/input.csv (191524, 2023-08-05)
Functional_Website/input/ (0, 2023-08-05)
Functional_Website/input/input.csv (191524, 2023-08-05)
Functional_Website/output/ (0, 2023-08-05)
Functional_Website/output/result.csv (210217, 2023-08-05)
Functional_Website/req.txt (39, 2023-08-05)
Functional_Website/static/ (0, 2023-08-05)
Functional_Website/static/picture/ (0, 2023-08-05)
Functional_Website/static/picture/logo.png (19377, 2023-08-05)
Functional_Website/templates/ (0, 2023-08-05)
Functional_Website/templates/download.html (3154, 2023-08-05)
Functional_Website/templates/upload.html (3930, 2023-08-05)
Little_Workspace/ (0, 2023-08-05)
Little_Workspace/.ipynb_checkpoints/ (0, 2023-08-05)
Little_Workspace/.ipynb_checkpoints/AddKeytoCSV-checkpoint.ipynb (2570, 2023-08-05)
Little_Workspace/.ipynb_checkpoints/DesicionTreeClean-checkpoint.ipynb (357887, 2023-08-05)
Little_Workspace/.ipynb_checkpoints/LoopFeature-checkpoint.ipynb (17224, 2023-08-05)
Little_Workspace/.ipynb_checkpoints/Preprocessing-checkpoint.ipynb (518628, 2023-08-05)
Little_Workspace/.ipynb_checkpoints/Preprocessing2-checkpoint.ipynb (520222, 2023-08-05)
Little_Workspace/.ipynb_checkpoints/PreprocessingFunc-checkpoint.ipynb (39890, 2023-08-05)
Little_Workspace/AddKeytoCSV.ipynb (2570, 2023-08-05)
Little_Workspace/DesicionTreeClean.ipynb (357887, 2023-08-05)
Little_Workspace/LoopFeature.ipynb (17224, 2023-08-05)
... ...
# Hotel-Booking-Cancellation-Prediction-Using-Decision-Tree
### The Machine Learning project on Data Warehouse and Data Mining Class.
→ Develop and study an Random Forest Classifier Model to create a classification model that can predict the likelihood of bookings being canceled.
→ In this project, we made a Random Forest Classifier Model using a dataset sourced from the "Hotel booking demand datasets" paper, which consists of 32 variables.
→ We performed preprocessing and model optimization, and in the final evaluation, we achieved an accuracy of 0.94.
近期下载者：
相关文件：
收藏者：