diff --git a/Data/Baseline/OTB-Applications/Files/apTvClDTVectorRegression.dbf b/Data/Baseline/OTB-Applications/Files/apTvClDTVectorRegression.dbf
new file mode 100644
index 0000000000000000000000000000000000000000..c4e492c38298593c82f29b64ec345ab3229e04de
--- /dev/null
+++ b/Data/Baseline/OTB-Applications/Files/apTvClDTVectorRegression.dbf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:912188a42bffa8bd35328354cf2a53006298283885ceb1889b4822a8c21c2f9b
+size 343940
diff --git a/Data/Baseline/OTB-Applications/Files/apTvClDTVectorRegression.prj b/Data/Baseline/OTB-Applications/Files/apTvClDTVectorRegression.prj
new file mode 100644
index 0000000000000000000000000000000000000000..da98376fa44ea626ab3c6ca1debe4660482e548b
--- /dev/null
+++ b/Data/Baseline/OTB-Applications/Files/apTvClDTVectorRegression.prj
@@ -0,0 +1 @@
+PROJCS["WGS_1984_UTM_Zone_31N",GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137,298.257223563]],PRIMEM["Greenwich",0],UNIT["Degree",0.017453292519943295]],PROJECTION["Transverse_Mercator"],PARAMETER["latitude_of_origin",0],PARAMETER["central_meridian",3],PARAMETER["scale_factor",0.9996],PARAMETER["false_easting",500000],PARAMETER["false_northing",0],UNIT["Meter",1]]
\ No newline at end of file
diff --git a/Data/Baseline/OTB-Applications/Files/apTvClDTVectorRegression.shp b/Data/Baseline/OTB-Applications/Files/apTvClDTVectorRegression.shp
new file mode 100644
index 0000000000000000000000000000000000000000..bb850bca2f977f9a7d80c3e8a2b5003ffc3ae822
--- /dev/null
+++ b/Data/Baseline/OTB-Applications/Files/apTvClDTVectorRegression.shp
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a5f17b630a4b9a681d571f6075373d9937f4ae4b31cd158d9cec1efb9804938d
+size 33280
diff --git a/Data/Baseline/OTB-Applications/Files/apTvClDTVectorRegression.shx b/Data/Baseline/OTB-Applications/Files/apTvClDTVectorRegression.shx
new file mode 100644
index 0000000000000000000000000000000000000000..49a9782c4706a20891ee09a336b7c23dca2ed65b
--- /dev/null
+++ b/Data/Baseline/OTB-Applications/Files/apTvClDTVectorRegression.shx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51449568ded65b75b2b1e85c82b73091d20bc87b281294bede45521c78af6bb2
+size 9580
diff --git a/Data/Baseline/OTB-Applications/Files/apTvClModelRegression.dt b/Data/Baseline/OTB-Applications/Files/apTvClModelRegression.dt
new file mode 100644
index 0000000000000000000000000000000000000000..79128526d96956901b8ea56188952df62ab33bce
--- /dev/null
+++ b/Data/Baseline/OTB-Applications/Files/apTvClModelRegression.dt
@@ -0,0 +1,97 @@
+%YAML:1.0
+my_tree: !!opencv-ml-tree
+ is_classifier: 0
+ var_all: 4
+ var_count: 4
+ ord_var_count: 4
+ cat_var_count: 0
+ training_params:
+ use_surrogates: 1
+ regression_accuracy: 9.9999997764825821e-03
+ max_depth: 25
+ min_sample_count: 10
+ cross_validation_folds: 10
+ use_1se_rule: 1
+ truncate_pruned_tree: 1
+ var_type: [ 0, 0, 0, 0 ]
+ best_tree_idx: 0
+ nodes:
+ -
+ depth: 0
+ sample_count: 1185
+ value: 2.1434599156118144e+00
+ Tn: 3
+ complexity: 2
+ alpha: 1.0428486268774041e+03
+ node_risk: 1.3156118143459917e+03
+ tree_risk: 1.5363497199794813e+02
+ tree_error: 2.2322315115631071e+01
+ splits:
+ - { var:3, quality:6.5841166992187500e+03,
+ le:2.3381726074218750e+02 }
+ -
+ depth: 1
+ sample_count: 593
+ value: 1.1635750421585160e+00
+ Tn: 2
+ complexity: 1
+ alpha: 7.2124429620364594e+01
+ node_risk: 8.9133220910623891e+01
+ tree_risk: 7.4075046904315172e+01
+ tree_error: 1.5094741436662460e+01
+ splits:
+ - { var:3, quality:8.8817205810546875e+02,
+ le:1.6510346984863281e+02 }
+ -
+ depth: 2
+ sample_count: 500
+ value: 1.
+ Tn: 2147483647
+ complexity: 1
+ alpha: 0.
+ node_risk: 0.
+ tree_risk: 0.
+ tree_error: 0.
+ -
+ depth: 2
+ sample_count: 93
+ value: 2.0430107526881720e+00
+ Tn: 0
+ complexity: 1
+ alpha: 1.9506172839505780e+00
+ node_risk: 3.8279569892472978e+00
+ tree_risk: 1.9506172839505780e+00
+ tree_error: 1.9085505258344853e+00
+ -
+ depth: 1
+ sample_count: 592
+ value: 3.1250000000000000e+00
+ Tn: 1
+ complexity: 1
+ alpha: 7.0738339190549596e+01
+ node_risk: 8.6750000000000000e+01
+ tree_risk: 7.9559925093632955e+01
+ tree_error: 7.2275736789686107e+00
+ splits:
+ - { var:1, quality:5.8572387695312500e+03,
+ le:3.6126699829101562e+02 }
+ -
+ depth: 2
+ sample_count: 507
+ value: 2.9783037475345169e+00
+ Tn: 2147483647
+ complexity: 1
+ alpha: 0.
+ node_risk: 1.0761341222879309e+01
+ tree_risk: 8.8215859030833599e+00
+ tree_error: 1.9415329232083423e+00
+ -
+ depth: 2
+ sample_count: 85
+ value: 4.
+ Tn: 2147483647
+ complexity: 1
+ alpha: 0.
+ node_risk: 0.
+ tree_risk: 0.
+ tree_error: 0.
diff --git a/Modules/Applications/AppClassification/include/otbVectorPrediction.hxx b/Modules/Applications/AppClassification/include/otbVectorPrediction.hxx
index 04510eabd950aa3c79ad3e6d7982a1dd338870b2..f6edbf2a360f92fa516119f8e7995b614530a4f6 100644
--- a/Modules/Applications/AppClassification/include/otbVectorPrediction.hxx
+++ b/Modules/Applications/AppClassification/include/otbVectorPrediction.hxx
@@ -21,6 +21,8 @@
#ifndef otbVectorPrediction_hxx
#define otbVectorPrediction_hxx
+#include "otbVectorPrediction.h"
+
namespace otb
{
namespace Wrapper
diff --git a/Modules/Applications/AppClassification/test/CMakeLists.txt b/Modules/Applications/AppClassification/test/CMakeLists.txt
index 607867c1936a594cbdbe1ed3ff8fdb382efb529e..5bc7d22f24cd23690f5c13a3b9461bab2583d2d0 100644
--- a/Modules/Applications/AppClassification/test/CMakeLists.txt
+++ b/Modules/Applications/AppClassification/test/CMakeLists.txt
@@ -721,6 +721,20 @@ if(OTB_USE_OPENCV)
${TEMP}/apTvClSVMLabeledVector.shp)
endif()
+#----------- VectorRegression TESTS ----------------
+if(OTB_USE_OPENCV)
+ otb_test_application(NAME apTvClDTVectorRegression
+ APP VectorRegression
+ OPTIONS -in ${INPUTDATA}/Classification/apTvClSampleExtractionOut.sqlite
+ -model ${OTBAPP_BASELINE_FILES}/apTvClModelRegression.dt
+ -out ${TEMP}/apTvClDTVectorRegression.shp
+ -feat value_0 value_1 value_2 value_3
+ -cfield predicted
+ VALID --compare-ogr 0.0
+ ${OTBAPP_BASELINE_FILES}/apTvClDTVectorRegression.shp
+ ${TEMP}/apTvClDTVectorRegression.shp)
+endif()
+
#----------- ComputeImagesStatistics TESTS ----------------
otb_test_application(NAME apTvClComputeImagesStatisticsQB1
APP ComputeImagesStatistics