Code for the paper: 'A Concatenated Approach Based on Transfer Learning and PCA for Classifying Bees and Wasps'
This repo contains codes for our paper: 'A Concatenated Approach Based on Transfer Learning and PCA for Classifying Bees and Wasps'. Following is the details for each file.
Encode_boosting.ipynb is the training and evaluation process for encode boosting model. You need to get the PCA result before running this code.
Train_model.ipynb is the transfer learning part. Including training and evaluation process for the 4 original models.
Evaluate.ipynb is the evaluation process. Metrics used to evaluate the performance were implemented in this file.
Visualize.ipynb is the code for the visualizing of heatmaps. You need trained models to perform this progress.
Plot_decompose.ipynb is the visualizing and PCA part. Results were used in encode_boosting.ipynb.
If you have any questions about this project, please feel free to contact us: