diff --git a/PWGHF/DataModel/CandidateSelectionTables.h b/PWGHF/DataModel/CandidateSelectionTables.h
index ca58828bc0c..eaca829eeec 100644
--- a/PWGHF/DataModel/CandidateSelectionTables.h
+++ b/PWGHF/DataModel/CandidateSelectionTables.h
@@ -393,13 +393,12 @@ DECLARE_SOA_COLUMN(PidTpcInfoStored, pidTpcInfoStored, int);
 DECLARE_SOA_COLUMN(PidTofInfoStored, pidTofInfoStored, int);
 // Machine learning column for omegac0 to omega pi
 DECLARE_SOA_COLUMN(MlProbOmegac, mlProbOmegac, std::vector<float>);
-DECLARE_SOA_COLUMN(MlValueOmegac, mlValueOmegac, float);
 } // namespace hf_sel_toomegapi
 
 DECLARE_SOA_TABLE(HfSelToOmegaPi, "AOD", "HFSELTOOMEPI",
                   hf_sel_toomegapi::StatusPidLambda, hf_sel_toomegapi::StatusPidCascade, hf_sel_toomegapi::StatusPidCharmBaryon,
                   hf_sel_toomegapi::StatusInvMassLambda, hf_sel_toomegapi::StatusInvMassCascade, hf_sel_toomegapi::StatusInvMassCharmBaryon,
-                  hf_sel_toomegapi::ResultSelections, hf_sel_toomegapi::PidTpcInfoStored, hf_sel_toomegapi::PidTofInfoStored, hf_sel_toomegapi::MlValueOmegac,
+                  hf_sel_toomegapi::ResultSelections, hf_sel_toomegapi::PidTpcInfoStored, hf_sel_toomegapi::PidTofInfoStored,
                   hf_sel_toomegapi::TpcNSigmaPiFromCharmBaryon, hf_sel_toomegapi::TpcNSigmaKaFromCasc, hf_sel_toomegapi::TpcNSigmaPiFromLambda, hf_sel_toomegapi::TpcNSigmaPrFromLambda,
                   hf_sel_toomegapi::TofNSigmaPiFromCharmBaryon, hf_sel_toomegapi::TofNSigmaKaFromCasc, hf_sel_toomegapi::TofNSigmaPiFromLambda, hf_sel_toomegapi::TofNSigmaPrFromLambda);
 
diff --git a/PWGHF/TableProducer/candidateSelectorOmegac0ToOmegaPi.cxx b/PWGHF/TableProducer/candidateSelectorOmegac0ToOmegaPi.cxx
index 14ca3d917d0..7ef19ae4032 100644
--- a/PWGHF/TableProducer/candidateSelectorOmegac0ToOmegaPi.cxx
+++ b/PWGHF/TableProducer/candidateSelectorOmegac0ToOmegaPi.cxx
@@ -354,7 +354,7 @@ struct HfCandidateSelectorToOmegaPi {
       // pt-dependent selection
       if (!selectionTopol(candidate)) {
         resultSelections = false;
-        hfSelToOmegaPi(statusPidLambda, statusPidCascade, statusPidCharmBaryon, statusInvMassLambda, statusInvMassCascade, statusInvMassCharmBaryon, resultSelections, infoTpcStored, infoTofStored, outputMlOmegac[0],
+        hfSelToOmegaPi(statusPidLambda, statusPidCascade, statusPidCharmBaryon, statusInvMassLambda, statusInvMassCascade, statusInvMassCharmBaryon, resultSelections, infoTpcStored, infoTofStored,
                        trackPiFromCharm.tpcNSigmaPi(), trackKaFromCasc.tpcNSigmaKa(), trackPiFromLam.tpcNSigmaPi(), trackPrFromLam.tpcNSigmaPr(),
                        trackPiFromCharm.tofNSigmaPi(), trackKaFromCasc.tofNSigmaKa(), trackPiFromLam.tofNSigmaPi(), trackPrFromLam.tofNSigmaPr());
         if constexpr (ConstructMethod == hf_cand_casc_lf::ConstructMethod::KfParticle) {
@@ -746,14 +746,12 @@ struct HfCandidateSelectorToOmegaPi {
           isSelectedMlOmegac = hfMlResponse.isSelectedMl(inputFeaturesOmegaC, ptCand, outputMlOmegac);
           if (isSelectedMlOmegac) {
             registry.fill(HIST("hBDTScoreTest1"), outputMlOmegac[0]);
-          } else {
-            resultSelections = false;
           }
           hfMlSelToOmegaPi(outputMlOmegac);
         }
       }
 
-      hfSelToOmegaPi(statusPidLambda, statusPidCascade, statusPidCharmBaryon, statusInvMassLambda, statusInvMassCascade, statusInvMassCharmBaryon, resultSelections, infoTpcStored, infoTofStored, outputMlOmegac[0],
+      hfSelToOmegaPi(statusPidLambda, statusPidCascade, statusPidCharmBaryon, statusInvMassLambda, statusInvMassCascade, statusInvMassCharmBaryon, resultSelections, infoTpcStored, infoTofStored,
                      trackPiFromCharm.tpcNSigmaPi(), trackKaFromCasc.tpcNSigmaKa(), trackPiFromLam.tpcNSigmaPi(), trackPrFromLam.tpcNSigmaPr(),
                      trackPiFromCharm.tofNSigmaPi(), trackKaFromCasc.tofNSigmaKa(), trackPiFromLam.tofNSigmaPi(), trackPrFromLam.tofNSigmaPr());
 
diff --git a/PWGHF/TableProducer/treeCreatorOmegac0ToOmegaPi.cxx b/PWGHF/TableProducer/treeCreatorOmegac0ToOmegaPi.cxx
index 3c5491e0dae..a1b8a2b3706 100644
--- a/PWGHF/TableProducer/treeCreatorOmegac0ToOmegaPi.cxx
+++ b/PWGHF/TableProducer/treeCreatorOmegac0ToOmegaPi.cxx
@@ -152,7 +152,6 @@ DECLARE_SOA_COLUMN(OmegacChi2OverNdf, omegacChi2OverNdf, float);
 DECLARE_SOA_COLUMN(MassV0Chi2OverNdf, massV0Chi2OverNdf, float);
 DECLARE_SOA_COLUMN(MassCascChi2OverNdf, massCascChi2OverNdf, float);
 DECLARE_SOA_COLUMN(CascRejectInvmass, cascRejectInvmass, float);
-DECLARE_SOA_COLUMN(OutputMlOmegac, outputMlOmegac, float);
 } // namespace full
 
 DECLARE_SOA_TABLE(HfToOmegaPiEvs, "AOD", "HFTOOMEPIEV",
@@ -200,7 +199,7 @@ DECLARE_SOA_TABLE(HfKfOmegacFulls, "AOD", "HFKFOMEGACFULL",
                   full::V0Ndf, full::CascNdf, full::OmegacNdf,
                   full::MassV0Ndf, full::MassCascNdf,
                   full::V0Chi2OverNdf, full::CascChi2OverNdf, full::OmegacChi2OverNdf,
-                  full::MassV0Chi2OverNdf, full::MassCascChi2OverNdf, full::CascRejectInvmass, full::OutputMlOmegac,
+                  full::MassV0Chi2OverNdf, full::MassCascChi2OverNdf, full::CascRejectInvmass,
                   full::FlagMcMatchRec, full::OriginRec, full::CollisionMatched, hf_track_index::HFflag);
 
 DECLARE_SOA_TABLE(HfKfOmegacLites, "AOD", "HFKFOMEGACLITE",
@@ -216,9 +215,6 @@ DECLARE_SOA_TABLE(HfKfOmegacLites, "AOD", "HFKFOMEGACLITE",
                   full::V0Chi2OverNdf, full::CascChi2OverNdf, full::OmegacChi2OverNdf,
                   full::CascRejectInvmass,
                   full::FlagMcMatchRec, full::OriginRec, full::CollisionMatched, hf_track_index::HFflag);
-
-DECLARE_SOA_TABLE(HfKfOmegacMl, "AOD", "HFKFOMEGACML",
-                  full::InvMassCharmBaryon, full::KfptOmegac, full::KfptPiFromOmegac, full::OutputMlOmegac, full::FlagMcMatchRec, full::OriginRec, full::CollisionMatched, hf_track_index::HFflag);
 } // namespace o2::aod
 
 /// Writes the full information in an output TTree
@@ -227,7 +223,6 @@ struct HfTreeCreatorOmegac0ToOmegaPi {
   Produces<o2::aod::HfOmegac0ToOmegaPiLites> rowCandidateLite;
   Produces<o2::aod::HfKfOmegacFulls> rowKfCandidateFull;
   Produces<o2::aod::HfKfOmegacLites> rowKfCandidateLite;
-  Produces<o2::aod::HfKfOmegacMl> rowKfCandidateMl;
   Produces<o2::aod::HfToOmegaPiEvs> rowEv;
 
   Configurable<float> zPvCut{"zPvCut", 10., "Cut on absolute value of primary vertex z coordinate"};
@@ -387,7 +382,6 @@ struct HfTreeCreatorOmegac0ToOmegaPi {
         candidate.massV0Chi2OverNdf(),
         candidate.massCascChi2OverNdf(),
         candidate.cascRejectInvmass(),
-        candidate.mlValueOmegac(),
         flagMc,
         originMc,
         collisionMatched,
@@ -438,23 +432,6 @@ struct HfTreeCreatorOmegac0ToOmegaPi {
     }
   } // fillKfCandidateLite end
 
-  template <typename T>
-  void fillKfCandidateMl(const T& candidate, int8_t flagMc, int8_t originMc, bool collisionMatched)
-  {
-    if (candidate.resultSelections() && candidate.statusPidCharmBaryon() && candidate.statusInvMassLambda() && candidate.statusInvMassCascade() && candidate.statusInvMassCharmBaryon()) {
-
-      rowKfCandidateMl(
-        candidate.invMassCharmBaryon(),
-        candidate.kfptOmegac(),
-        candidate.kfptPiFromOmegac(),
-        candidate.mlValueOmegac(),
-        flagMc,
-        originMc,
-        collisionMatched,
-        candidate.hfflag());
-    }
-  } // fillCandidateMl end
-
   void processDataLite(Colls const& collisions, Tracks const&,
                        soa::Filtered<soa::Join<aod::HfCandToOmegaPi, aod::HfSelToOmegaPi>> const& candidates)
   {
@@ -504,22 +481,6 @@ struct HfTreeCreatorOmegac0ToOmegaPi {
   }
   PROCESS_SWITCH(HfTreeCreatorOmegac0ToOmegaPi, processKfDataLite, "Process KF data Lite", false);
 
-  void processKfCandidateMl(Colls const& collisions, Tracks const&, CandKfSel const& candidates)
-  {
-    // Filling event properties
-    rowEv.reserve(collisions.size());
-    for (const auto& collision : collisions) {
-      fillEvent(collision, zPvCut);
-    }
-
-    // Filling candidate properties
-    rowKfCandidateFull.reserve(candidates.size());
-    for (const auto& candidate : candidates) {
-      fillKfCandidateMl(candidate, -7, RecoDecay::OriginType::None, false);
-    }
-  }
-  PROCESS_SWITCH(HfTreeCreatorOmegac0ToOmegaPi, processKfCandidateMl, "Process KF data ML", true);
-
   void processMcLite(Colls const& collisions, Tracks const&,
                      soa::Filtered<soa::Join<aod::HfCandToOmegaPi, aod::HfSelToOmegaPi, aod::HfToOmegaPiMCRec>> const& candidates)
   {