From 73df12b6787304e6982e4543d63700beabc88085 Mon Sep 17 00:00:00 2001
From: Yigit Sever
Date: Sat, 21 Sep 2019 16:55:19 +0300
Subject: Fix typo

---
 WMD_retrieval.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/WMD_retrieval.py b/WMD_retrieval.py
index b49ba7d..32f3b5d 100644
--- a/WMD_retrieval.py
+++ b/WMD_retrieval.py
@@ -92,7 +92,7 @@ def main(args):
         if (not batch):
             print(f'{metric} - tfidf: {source_lang} - {target_lang}')
 
-        clf = WassersteinDistances(W_embed=W_common, n_neighbors=5, n_jobs=14, sinkhorn=(metric == 'snk'))
+        clf = Wasserstein_Retriever(W_embed=W_common, n_neighbors=5, n_jobs=14, sinkhorn=(metric == 'snk'))
         clf.fit(X_train_idf[:instances], np.ones(instances))
         dist, preds = clf.kneighbors(X_test_idf[:instances], n_neighbors=instances)
         mrr, p_at_1 = mrr_precision_at_k(list(range(len(preds))), preds)
@@ -118,7 +118,7 @@ if __name__ == "__main__":
     parser.add_argument('target_defs', help='path of the target definitions')
     parser.add_argument('-b', '--batch', action='store_true', help='running in batch (store results in csv) or running a single instance (output the results)')
     parser.add_argument('mode', choices=['all', 'wmd', 'snk'], default='all', help='which methods to run')
-    parser.add_argument('-n', '--instances', help='number of instances in each language to retrieve', default=2000, type=int)
+    parser.add_argument('-n', '--instances', help='number of instances in each language to retrieve', default=1000, type=int)
 
     args = parser.parse_args()
 
-- 
cgit v1.2.3-70-g09d2