Update README.md

README.md

@@ -11,4 +11,35 @@ AUTHORS:
 This dataset is a supplement to the github-project published in the https://github.com/pfilonenko/ML_for_TwoSampleTesting. This dataset contains following files:
 1) **two_sample_problem_dataset.tsv.gz** is a raw data. This file must be located in the "data/1_raw/";
 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/".
+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/".
+
+- **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);
+- **n1** is the size of sample 1;
+- **n2** is the size of sample 2;
+- **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;
+- **Peto_test** 
+- **Gehan_test** 
+- **logrank_test** 
+- **CoxMantel_test** 
+- **BN_GPH_test** 
+- **BN_MCE_test** 
+- **BN_SCE_test** 
+- **Q_test** 
+- **MAX_Value_test** 
+- **MIN3_test** 
+- **WLg_logrank_test** 
+- **WLg_TaroneWare_test** 
+- **WLg_Breslow_test** 
+- **WLg_PetoPrentice_test** 
+- **WLg_Prentice_test** 
+- **WKM_test** 
+- **CatBoost_test** 
+- **XGBoost_test** 
+- **LightAutoML_test** 
+- **SKLEARN_RF_test** 
+- **SKLEARN_LogReg_test** 
+- **SKLEARN_GB_test**