diff --git a/src/pg/test/expected/06_segmentation_test.out b/src/pg/test/expected/06_segmentation_test.out
new file mode 100644
index 0000000..aa8944a
--- /dev/null
+++ b/src/pg/test/expected/06_segmentation_test.out
@@ -0,0 +1,30 @@
+\pset format unaligned
+\set ECHO all
+\i test/fixtures/ml_values.sql
+SET client_min_messages TO WARNING;
+\set ECHO none
+_cdb_random_seeds
+
+(1 row)
+prediction
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diff --git a/src/pg/test/fixtures/ml_values.sql b/src/pg/test/fixtures/ml_values.sql
new file mode 100644
index 0000000..c87a10f
--- /dev/null
+++ b/src/pg/test/fixtures/ml_values.sql
@@ -0,0 +1,2005 @@
+SET client_min_messages TO WARNING;
+\set ECHO none
+CREATE TABLE ml_values (cartodb_id integer, target float, the_geom geometry, x1 float , x2 float, x3 float, class text);
+INSERT INTO ml_values(cartodb_id, target,x1,x2,x3, class) VALUES 
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diff --git a/src/pg/test/sql/06_segmentation_test.sql b/src/pg/test/sql/06_segmentation_test.sql
new file mode 100644
index 0000000..fb6bd2b
--- /dev/null
+++ b/src/pg/test/sql/06_segmentation_test.sql
@@ -0,0 +1,5 @@
+\pset format unaligned
+\set ECHO all
+\i test/fixtures/ml_values.sql
+SELECT cdb_crankshaft._cdb_random_seeds(1234);
+SELECT prediction from cdb_crankshaft.CDB_CreateAndPredictSegment('select target,x1,x2,x3 from ml_values where class= $$train$$','target','select cartodb_id, target,x1,x2,x3 from ml_values where class=$$test$$') limit 20