iter

glemaitre · glemaitre · commit 6a37a07ce014 · 2021-02-03T23:21:01.000+01:00
diff --git a/imblearn/utils/estimator_checks.py b/imblearn/utils/estimator_checks.py
@@ -255,6 +255,7 @@ def check_samplers_sparse(name, sampler_orig):
     )
     X_sparse = sparse.csr_matrix(X)
     X_res_sparse, y_res_sparse = sampler.fit_resample(X_sparse, y)
+    sampler = clone(sampler)
     X_res, y_res = sampler.fit_resample(X, y)
     assert sparse.issparse(X_res_sparse)
     assert_allclose(X_res_sparse.A, X_res)

Original file line number	Diff line number	Diff line change
`@@ -255,6 +255,7 @@ def check_samplers_sparse(name, sampler_orig):`
`255`	`255`	`)`
`256`	`256`	`X_sparse = sparse.csr_matrix(X)`
`257`	`257`	`X_res_sparse, y_res_sparse = sampler.fit_resample(X_sparse, y)`
	`258`	`+ sampler = clone(sampler)`
`258`	`259`	`X_res, y_res = sampler.fit_resample(X, y)`
`259`	`260`	`assert sparse.issparse(X_res_sparse)`
`260`	`261`	`assert_allclose(X_res_sparse.A, X_res)`