diff --git a/python/cuml/test/test_metrics.py b/python/cuml/test/test_metrics.py
index 8d642b72fd..bb18ecddd4 100644
--- a/python/cuml/test/test_metrics.py
+++ b/python/cuml/test/test_metrics.py
@@ -152,7 +152,7 @@ def test_sklearn_search():
                        normalize=normalize, solver="eig")
 
     assert getattr(cu_clf, 'score', False)
-    sk_cu_grid = GridSearchCV(cu_clf, params, cv=5, iid=False)
+    sk_cu_grid = GridSearchCV(cu_clf, params, cv=5)
 
     gdf_data = cudf.DataFrame(X_train)
     gdf_train = cudf.DataFrame(dict(train=y_train))
diff --git a/python/cuml/test/test_pickle.py b/python/cuml/test/test_pickle.py
index adf912f6f1..d961642a60 100644
--- a/python/cuml/test/test_pickle.py
+++ b/python/cuml/test/test_pickle.py
@@ -24,7 +24,7 @@
 from cuml.test.test_svm import compare_svm, compare_probabilistic_svm
 from sklearn.base import clone
 from sklearn.datasets import load_iris, make_classification, make_regression
-from sklearn.manifold.t_sne import trustworthiness
+from sklearn.manifold import trustworthiness
 from sklearn.model_selection import train_test_split
 
 
diff --git a/python/cuml/test/test_trustworthiness.py b/python/cuml/test/test_trustworthiness.py
index 93819c1a4d..7a2a117067 100644
--- a/python/cuml/test/test_trustworthiness.py
+++ b/python/cuml/test/test_trustworthiness.py
@@ -13,7 +13,7 @@
 # limitations under the License.
 
 import pytest
-from sklearn.manifold.t_sne import trustworthiness as sklearn_trustworthiness
+from sklearn.manifold import trustworthiness as sklearn_trustworthiness
 from cuml.metrics import trustworthiness as cuml_trustworthiness
 
 from sklearn.datasets import make_blobs
diff --git a/python/cuml/test/test_tsne.py b/python/cuml/test/test_tsne.py
index fcff0a49c5..8158543666 100644
--- a/python/cuml/test/test_tsne.py
+++ b/python/cuml/test/test_tsne.py
@@ -23,7 +23,7 @@
 from cuml.neighbors import NearestNeighbors as cuKNN
 
 from sklearn.datasets import make_blobs
-from sklearn.manifold.t_sne import trustworthiness
+from sklearn.manifold import trustworthiness
 from sklearn import datasets
 
 
diff --git a/python/cuml/test/test_umap.py b/python/cuml/test/test_umap.py
index 5f8c54fc05..28b84e9375 100644
--- a/python/cuml/test/test_umap.py
+++ b/python/cuml/test/test_umap.py
@@ -37,7 +37,7 @@
 from sklearn import datasets
 from sklearn.cluster import KMeans
 from sklearn.datasets import make_blobs
-from sklearn.manifold.t_sne import trustworthiness
+from sklearn.manifold import trustworthiness
 from sklearn.metrics import adjusted_rand_score
 
 dataset_names = ['iris', 'digits', 'wine', 'blobs']