diff --git a/MVA-Class.md b/MVA-Class.md
index 57a8ca2..2593c90 100644
--- a/MVA-Class.md
+++ b/MVA-Class.md
@@ -73,7 +73,7 @@ Prints the contents of MVA_variables. Useful to check the input file was read co
     * Returns a vector of strings of all variables' ReaderNames.
 
 ### Int_t MVA_b2kmm()
-Training and testing of the BDT for final signal selection. The parameters are set inside the function, as well as in [[GlobalFunctions.hh|GlobalFunctions.hh]]. The results of the BDT training are saved in an .XML file and read-in by  [[TMVAClassificationApplication_b2kmm.cc|TMVA-Class-application]]. The settings of the tmva training are done using `BookMethod` function, see [TMVA Users Guide](https://root.cern.ch/download/doc/tmva/TMVAUsersGuide.pdf), section 3.1.5. 
+Training and testing of the BDT for final signal selection. The parameters are set inside the function, as well as in [[GlobalFunctions.hh|GlobalFunctions.hh]]. The results of the BDT training are saved in an .XML file and read-in by  [[TMVAClassificationApplication_b2kmm.cc|TMVA-Class-application]]. The settings of the tmva training are done using `BookMethod` function, see [TMVA Users Guide](https://root.cern.ch/download/doc/tmva/TMVAUsersGuide.pdf), section 3.1.5. The training control plots are saved in a separate ROOT file.
 * **Return**
     * 0 if something fails, otherwise 1