Update readme.md

readme.md

@@ -64,7 +64,7 @@ Replace the `<variable>` placeholders with the corresponding values specific to
   - Convert ICD-9 to ICD-10 and group ICD-10 codes
   - Keep both ICD-9 and ICD-10 codes
   - Convert ICD-9 to ICD-10 codes
-- `select_diag`, `select_med`, `select_proc`, `select_out`, `select_chart` (boolean): Specifies whether to do features selection as describe in 'https://github.com/healthylaife/MIMIC-IV-Data-Pipeline' benchmark. Valid values: True or False.
+- `select_diag`, `select_med`, `select_proc`, `select_out`, `select_chart` (boolean): Specifies whether to do features selection as describe in https://github.com/healthylaife/MIMIC-IV-Data-Pipeline benchmark. Valid values: True or False.
 - `outlier_removal` (string): Specifies the outlier removal method. Valid values:
   - No outlier detection
   - Impute Outlier (default:98)
@@ -106,4 +106,4 @@ Feel free to modify the values to fit your specific requirements.
 ## Usage
 Provide the full path of your configuration file while calling the loading dataset function with the parameter config_path=`<path_to_config_file>`.
 
-For more understanding of the configuration please refer to 'https://github.com/healthylaife/MIMIC-IV-Data-Pipeline'.
+For more understanding of the configuration please refer to https://github.com/healthylaife/MIMIC-IV-Data-Pipeline.