Update README.md

README.md

@@ -64,7 +64,7 @@ The average  for the `seq` and the `label` are provided below:
 
 ### Data Splits
 
-The secondary structure prediction dataset has 2 splits: _train_ and _test_. Below are the statistics of the dataset.
+The solubility prediction dataset has 2 splits: _train_ and _test_. Below are the statistics of the dataset.
 
 | Dataset Split | Number of Instances in Split                |
 | ------------- | ------------------------------------------- |
@@ -75,7 +75,7 @@ The secondary structure prediction dataset has 2 splits: _train_ and _test_. Bel
 
 #### Initial Data Collection and Normalization
 
-The initilized dataset is adapted from [DeepSol](https://academic.oup.com/bioinformatics/article/34/15/2605/4938490). Within this framework, any protein exhibiting a sequence identity of 30% or greater to any protein within the test subset is eliminated from both the training subsets, ensuring robust and unbiased evaluation.
+The initialized dataset is adapted from [DeepSol](https://academic.oup.com/bioinformatics/article/34/15/2605/4938490). Within this framework, any protein exhibiting a sequence identity of 30% or greater to any protein within the test subset is eliminated from both the training subsets, ensuring robust and unbiased evaluation.
 
 ### Licensing Information