From bddb621025010198b93c10ab6d6ba1247372ad5a Mon Sep 17 00:00:00 2001 From: Guillaume Lemaitre Date: Mon, 8 Aug 2016 12:10:19 +0200 Subject: [PATCH] Fix issue #124 --- imblearn/under_sampling/nearmiss.py | 23 ++++++++++++++++-- .../under_sampling/tests/data/nm3_idx.npy | Bin 5744 -> 5744 bytes imblearn/under_sampling/tests/data/nm3_x.npy | Bin 113360 -> 113360 bytes .../under_sampling/tests/data/nm3_x_05.npy | Bin 113360 -> 113360 bytes 4 files changed, 21 insertions(+), 2 deletions(-) diff --git a/imblearn/under_sampling/nearmiss.py b/imblearn/under_sampling/nearmiss.py index 0cadc2185..38e3d61f6 100644 --- a/imblearn/under_sampling/nearmiss.py +++ b/imblearn/under_sampling/nearmiss.py @@ -2,6 +2,8 @@ from __future__ import print_function from __future__ import division +import warnings + import numpy as np from collections import Counter @@ -148,6 +150,17 @@ def _selection_dist_based(self, X, y, dist_vec, num_samples, key, # Compute the distance considering the farthest neighbour dist_avg_vec = np.sum(dist_vec[:, -self.size_ngh:], axis=1) + self.logger.debug('The size of the distance matrix is %s', + dist_vec.shape) + self.logger.debug('The size of the samples that can be selected is %s', + X[y == key].shape) + + if dist_vec.shape[0] != X[y == key].shape[0]: + raise RuntimeError('The samples to be selected do not correspond' + ' to the distance matrix given. Ensure that' + ' both `X[y == key]` and `dist_vec` are' + ' related.') + # Sort the list of distance and get the index if sel_strategy == 'nearest': sort_way = False @@ -160,6 +173,12 @@ def _selection_dist_based(self, X, y, dist_vec, num_samples, key, key=dist_avg_vec.__getitem__, reverse=sort_way) + # Throw a warning to tell the user that we did not have enough samples + # to select and that we just select everything + warnings.warn('The number of the samples to be selected is larger than' + ' the number of samples available. The balancing ratio' + ' cannot be ensure and all samples will be returned.') + # Select the desired number of samples sel_idx = sorted_idx[:num_samples] @@ -291,8 +310,8 @@ def _sample(self, X, y): n_neighbors=self.size_ngh) sel_x, sel_y, idx_tmp = self._selection_dist_based( - X, - y, + sub_samples_x, + sub_samples_y, dist_vec, num_samples, key, diff --git a/imblearn/under_sampling/tests/data/nm3_idx.npy b/imblearn/under_sampling/tests/data/nm3_idx.npy index 695b591e19611bbc7e77f61cee6c675a44e7725a..41724f8ad83f5881a8994aa4a9303d4561f72126 100644 GIT binary patch literal 5744 zcmX}we{|3F9tZHR{9ZIkHMeAiZEDJoiDqlvE3-RV$+k;(VcDdZ%{HV((Y91B8O7RA z&HS31B$d08P#GmUs&kTYaZbr~sZ*C5r*8Lr9_#bZ@8#ycT_baSbD7eCS1^>XVjN~26<3XO_PrSfOng{iD;+2eG7j|bfW7wYw zOyS)e#Vn5FcuwOSmhu(Wvw^4Cu0=5K%NW6KjAASknZ%*YWELOf6i($MoWn|1a|Ks& z73;a3U+@r*@dQuu6wmN`UgT9RgZi&w9Peco^EidYoW|*#$!A%?C0xaI+`w14jk|b= zXL*6GY;aM$iM<%dTN%$;e4KMQm(TGhSlbFmDX0VLqT+C|Lu$Eg`&%-><6FkY& 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