The project is mostly concerned with feature engineering. To help the model grasp the data better, created additional features based on the disaster tweets. In the included notebook, each and every step is described in depth. In the supplied data set, I also dealt with the class imbalance. Final results: F1 Score 0.7031431897555296 Precision Score 0.6771300448430493 Recall Score 0.7312348668280871 ROC AUC Score 0.8269285564661661 Average Precision Score 0.5439537630737555
-
Notifications
You must be signed in to change notification settings - Fork 0
The project is mostly concerned with feature engineering. To help the model grasp the data better, created additional features based on the disaster tweets. In the included notebook, each and every step is described in depth. In the supplied data set, I also dealt with the class imbalance. Final results: F1 Score 0.7031431897555296 Precision Sco…
License
VaradrajPoojari/Disaster_tweet
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Folders and files
| Name | Name | Last commit message | Last commit date | |
|---|---|---|---|---|
Repository files navigation
About
The project is mostly concerned with feature engineering. To help the model grasp the data better, created additional features based on the disaster tweets. In the included notebook, each and every step is described in depth. In the supplied data set, I also dealt with the class imbalance. Final results: F1 Score 0.7031431897555296 Precision Sco…
Topics
Resources
License
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published