diff --git a/PWGHF/Core/HfMlResponseHfTracks.h b/PWGHF/Core/HfMlResponseHfTracks.h
index 60fb744a197..4b6a9df281f 100644
--- a/PWGHF/Core/HfMlResponseHfTracks.h
+++ b/PWGHF/Core/HfMlResponseHfTracks.h
@@ -74,6 +74,7 @@ enum class InputFeaturesTracks : uint8_t {
   itsChi2NCl,
   // TPC quality
   tpcNClsFound,
+  tpcNClsCrossedRows,
   tpcCrossedRowsOverFindableCls,
   tpcChi2NCl,
   tpcFractionSharedCls,
@@ -110,6 +111,7 @@ struct HfTrackMlFeatures {
   float itsChi2NCl{0.f};
   // TPC quality
   float tpcNClsFound{0.f};
+  float tpcNClsCrossedRows{0.f};
   float tpcCrossedRowsOverFindableCls{0.f};
   float tpcChi2NCl{0.f};
   float tpcFractionSharedCls{0.f};
@@ -171,6 +173,7 @@ class HfMlResponseHfTracks : public HfMlResponse<TypeOutputScore>
         CHECK_AND_FILL_VEC_HF_TRACK(itsNClsInnerBarrel);
         CHECK_AND_FILL_VEC_HF_TRACK(itsChi2NCl);
         CHECK_AND_FILL_VEC_HF_TRACK(tpcNClsFound);
+        CHECK_AND_FILL_VEC_HF_TRACK(tpcNClsCrossedRows);
         CHECK_AND_FILL_VEC_HF_TRACK(tpcCrossedRowsOverFindableCls);
         CHECK_AND_FILL_VEC_HF_TRACK(tpcChi2NCl);
         CHECK_AND_FILL_VEC_HF_TRACK(tpcFractionSharedCls);
@@ -204,6 +207,7 @@ class HfMlResponseHfTracks : public HfMlResponse<TypeOutputScore>
       FILL_MAP_HF_TRACK(itsNClsInnerBarrel),
       FILL_MAP_HF_TRACK(itsChi2NCl),
       FILL_MAP_HF_TRACK(tpcNClsFound),
+      FILL_MAP_HF_TRACK(tpcNClsCrossedRows),
       FILL_MAP_HF_TRACK(tpcCrossedRowsOverFindableCls),
       FILL_MAP_HF_TRACK(tpcChi2NCl),
       FILL_MAP_HF_TRACK(tpcFractionSharedCls),
diff --git a/PWGHF/D2H/TableProducer/mlBasedTrackSelector.cxx b/PWGHF/D2H/TableProducer/mlBasedTrackSelector.cxx
index 55a854ae9ca..fd69e2bc816 100644
--- a/PWGHF/D2H/TableProducer/mlBasedTrackSelector.cxx
+++ b/PWGHF/D2H/TableProducer/mlBasedTrackSelector.cxx
@@ -525,6 +525,7 @@ struct HfTrackSelectorTagSelTracks {
     features.itsNClsInnerBarrel = static_cast<float>(track.itsNClsInnerBarrel());
     features.itsChi2NCl = track.itsChi2NCl();
     features.tpcNClsFound = static_cast<float>(track.tpcNClsFound());
+    features.tpcNClsCrossedRows = static_cast<float>(track.tpcNClsCrossedRows());
     features.tpcCrossedRowsOverFindableCls = track.tpcCrossedRowsOverFindableCls();
     features.tpcChi2NCl = track.tpcChi2NCl();
     features.tpcFractionSharedCls = track.tpcFractionSharedCls();