Update README.md

README.md

@@ -47,13 +47,13 @@ This repository contains the dataset used in experiments shown in BATIS: Benchma
 from datasets import load_dataset
 
 # Training Split for Kenya
-dorsal_dataset = load_dataset("cathv/batis_benchmark_2025", name="Kenya", split="train")
+training_kenya = load_dataset("cathv/batis_benchmark_2025", name="Kenya", split="train")
 
 # Validation Split for South Africa
-ventral_dataset = load_dataset("cathv/batis_benchmark_2025", name="South_Africa", split="val")
+validation_south_africa = load_dataset("cathv/batis_benchmark_2025", name="South_Africa", split="val")
 
 # Test Split for USA-Summer
-combined_dataset = load_dataset("cathv/batis_benchmark_2025", name="USA_Summer", split="test")
+test_usa_summer = load_dataset("cathv/batis_benchmark_2025", name="USA_Summer", split="test")
 ```
 
 The code to reproduce the experiments presented in the paper is available in our [GitHub repository](https://github.com/cath34/batis_benchmark_neurips_2025). Please note that the checklists data is **NOT AVAILABLE** in this current repository, in order to comply with the [eBird Data Access Terms of Use
@@ -156,7 +156,7 @@ The files `train_filtered.csv`, `test_filtered.csv` and `valid_filtered.csv` are
 
 The **BATIS Benchmark** is released under a [Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) License](https://creativecommons.org/licenses/by-nc/4.0/).
 
-The use of our dataset should comply with the following:
+The use of our dataset should also comply with the following:
 
 - [eBird Terms of Use](https://www.birds.cornell.edu/home/terms-of-use/)
 - [eBird API Terms of Use](https://www.birds.cornell.edu/home/ebird-api-terms-of-use/)