From 0f1d25f74fd5f116eceee94c2c6e7b2c998b5d1c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?L=C3=A9o=20Bouscarrat?= <leo.bouscarrat@euranova.eu>
Date: Fri, 6 Mar 2020 00:12:39 +0100
Subject: [PATCH] Adding one [0] after nonzero

---
 code/bolsonaro/models/omp_forest.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/code/bolsonaro/models/omp_forest.py b/code/bolsonaro/models/omp_forest.py
index 5b211b0..5b947d3 100644
--- a/code/bolsonaro/models/omp_forest.py
+++ b/code/bolsonaro/models/omp_forest.py
@@ -142,8 +142,8 @@ class SingleOmpForest(OmpForest):
             forest_predictions /= self._forest_norms
 
         weights = self._omp.coef_
-        omp_trees_indices = np.nonzero(weights)
+        omp_trees_indices = np.nonzero(weights)[0]
 
         select_trees = np.mean(forest_predictions[omp_trees_indices], axis=0)
-
+        print(len(omp_trees_indices))
         return select_trees
-- 
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