Update README.md

README.md

@@ -13,6 +13,7 @@ This dataset is a supplement to the github-project published in the https://gith
 2) **sample_train.tsv.gz** and **sample_simulation.tsv.gz** are train and test samples splited from the **two_sample_problem_dataset.tsv.gz**. These files must be located in the "data/2_samples/";
 3) **dataset_with_ML_pred.tsv.gz** is the test sample supplemented by the predictions of the proposed ML-methods. This file must be located in "data/3_dataset_with_ML_pred/".
 
+In these files there are following fields:
 - **sample** is a sample type (train, val, test);
 - **H0_H1** is a true hypothesis (H0 or H1);
 - **Hi** is an alternative hypothesis (H01-H09, H11-H19 or H21-H29);
@@ -21,6 +22,7 @@ This dataset is a supplement to the github-project published in the https://gith
 - **real_perc1** is an actual censoring rate of sample 1;
 - **real_perc2** is an actual censoring rate of sample 2;
 - **perc** is the set censoring rate for the samples 1 and 2;
+Values of classical two-sample tests under right-censored data:
 - **Peto_test** 
 - **Gehan_test** 
 - **logrank_test** 
@@ -36,7 +38,8 @@ This dataset is a supplement to the github-project published in the https://gith
 - **WLg_Breslow_test** 
 - **WLg_PetoPrentice_test** 
 - **WLg_Prentice_test** 
-- **WKM_test** 
+- **WKM_test**
+Values of the proposed ML-based methods:
 - **CatBoost_test** 
 - **XGBoost_test** 
 - **LightAutoML_test**