diff --git a/Reconstruction/tauRec/python/TauAlgorithmsHolder.py b/Reconstruction/tauRec/python/TauAlgorithmsHolder.py
index 0813b0abb0204113bb691ab6954d13e8f618347c..04a349083b7dd0d0b69423bdfab92692d73a3be6 100644
--- a/Reconstruction/tauRec/python/TauAlgorithmsHolder.py
+++ b/Reconstruction/tauRec/python/TauAlgorithmsHolder.py
@@ -826,8 +826,8 @@ def getTauWPDecoratorJetRNN():
                                        flatteningFile1Prong = "rnnid_mc16d_flat_1p.root",
                                        flatteningFile3Prong = "rnnid_mc16d_flat_3p.root",
                                        CutEnumVals =
-                                       [ ROOT.xAOD.TauJetParameters.JetRNNSigVeryLoose, ROOT.xAOD.TauJetParameters.IsTauFlag.JetRNNSigLoose,
-                                         ROOT.xAOD.TauJetParameters.JetRNNSigMedium, ROOT.xAOD.TauJetParameters.IsTauFlag.JetRNNSigTight ],
+                                       [ ROOT.xAOD.TauJetParameters.IsTauFlag.JetRNNSigVeryLoose, ROOT.xAOD.TauJetParameters.IsTauFlag.JetRNNSigLoose,
+                                         ROOT.xAOD.TauJetParameters.IsTauFlag.JetRNNSigMedium, ROOT.xAOD.TauJetParameters.IsTauFlag.JetRNNSigTight ],
                                        SigEff1P = [0.95, 0.85, 0.75, 0.60],
                                        SigEff3P = [0.95, 0.75, 0.60, 0.45],
                                        ScoreName = "RNNJetScore",
diff --git a/Reconstruction/tauRec/python/TauRecRunner.py b/Reconstruction/tauRec/python/TauRecRunner.py
index fc09c7d86b2f78a39752e2e2b232499402d242f8..8af178600538c49e3c8a40051f30ced3bbdc64be 100644
--- a/Reconstruction/tauRec/python/TauRecRunner.py
+++ b/Reconstruction/tauRec/python/TauRecRunner.py
@@ -63,9 +63,6 @@ class TauRecRunner ( TauRecRunConfigured ) :
 
         if tauFlags.doRunTauDiscriminant():
             tools.append(taualgs.getTauIDVarCalculator())
-            tools.append(taualgs.getTauJetBDTEvaluator("TauJetBDT1P", weightsFile="vars2016_pt_gamma_1p_isofix.root", minNTracks=0, maxNTracks=1))
-            tools.append(taualgs.getTauJetBDTEvaluator("TauJetBDT3P", weightsFile="vars2016_pt_gamma_3p_isofix.root", minNTracks=2, maxNTracks=1000))
-            tools.append(taualgs.getTauWPDecoratorJetBDT())
             tools.append(taualgs.getTauJetRNNEvaluator("TauJetRNN",
                                                        NetworkFile1P="rnnid_mc16d_config_1p.json",
                                                        NetworkFile3P="rnnid_mc16d_config_3p.json",