--- a
+++ b/test/test_dummy_boosting_stacking.py
@@ -0,0 +1,78 @@
+"""
+test one instance of SimDeep
+"""
+
+from os.path import abspath
+from os.path import split
+
+from os.path import isfile
+from os.path import isdir
+
+from os import remove
+from shutil import rmtree
+
+
+
+def test_instance():
+    """
+    test stacked of SimDeepBoosting
+    """
+    from simdeep.simdeep_boosting import SimDeepBoosting
+
+    PATH_DATA = '{0}/../examples/data/'.format(split(abspath(__file__))[0])
+
+    TRAINING_TSV = {'RNA': 'rna_dummy.tsv', 'METH': 'meth_dummy.tsv'}
+    SURVIVAL_TSV = 'survival_dummy.tsv'
+
+    PROJECT_NAME = 'stacked_TestProject'
+    EPOCHS = 10
+    SEED = 3
+    nb_it = 5
+    nb_threads = 2
+
+    boosting = SimDeepBoosting(
+        # stack_multi_omic=True,
+        nb_threads=nb_threads,
+        nb_it=nb_it,
+        split_n_fold=3,
+        survival_tsv=SURVIVAL_TSV,
+        training_tsv=TRAINING_TSV,
+        path_data=PATH_DATA,
+        project_name=PROJECT_NAME,
+        path_results=PATH_DATA,
+        epochs=EPOCHS,
+        # normalization={'TRAIN_CORR_REDUCTION':True},
+        seed=SEED)
+
+    boosting.fit()
+    boosting.predict_labels_on_full_dataset()
+    boosting.compute_clusters_consistency_for_full_labels()
+    boosting.evalutate_cluster_performance()
+    boosting.collect_cindex_for_test_fold()
+    boosting.collect_cindex_for_full_dataset()
+
+    boosting.compute_feature_scores_per_cluster()
+    boosting.write_feature_score_per_cluster()
+
+    boosting.load_new_test_dataset(
+        {'METH': 'meth_dummy.tsv'},
+        'survival_dummy.tsv',
+        'dummy',
+        # normalization={'TRAIN_NORM_SCALE':True},
+    )
+
+    boosting.predict_labels_on_test_dataset()
+    boosting.compute_c_indexes_for_test_dataset()
+    boosting.compute_clusters_consistency_for_test_labels()
+
+    from glob import glob
+
+    for fil in glob('{0}/{1}*'.format(PATH_DATA, PROJECT_NAME)):
+        if isfile(fil):
+            remove(fil)
+        elif isdir(fil):
+            rmtree(fil)
+
+
+if __name__ == '__main__':
+    test_instance()