From d78a6617ebfd935d7caa4d2d73ebc384f9c8e12d Mon Sep 17 00:00:00 2001 From: Harry Slatyer Date: Fri, 2 Dec 2016 16:23:55 +1100 Subject: [PATCH] Remove scaler from NNController --- mloop/learners.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/mloop/learners.py b/mloop/learners.py index 40f983d..8f8038d 100644 --- a/mloop/learners.py +++ b/mloop/learners.py @@ -1583,8 +1583,6 @@ def __init__(self, self.search_diff = self.search_max - self.search_min self.search_region = list(zip(self.search_min, self.search_max)) - self.cost_scaler = skp.StandardScaler() - self.length_scale = 1 self.cost_has_noise = True self.noise_level = 1 @@ -1861,7 +1859,7 @@ def find_global_minima(self): self.predicted_best_parameters = curr_best_params self.predicted_best_scaled_cost = curr_best_cost - self.predicted_best_cost = self.cost_scaler.inverse_transform(self.predicted_best_scaled_cost) + self.predicted_best_cost = self.predicted_best_scaled_cost self.archive_dict.update({'predicted_best_parameters':self.predicted_best_parameters, 'predicted_best_scaled_cost':self.predicted_best_scaled_cost,