Merge branch 'dev-regression'

compare.py

@@ -44,7 +44,7 @@ def overlay_ROC(filename, *projects, **kwargs):
     colors = prop_cycle.by_key()['color']
 
     for p, color in zip(projects, colors):
-        fpr, tpr, threshold = roc_curve(p.y_test, p.scores_test, sample_weight = p.w_test)
+        fpr, tpr, threshold = roc_curve(p.l_test, p.scores_test, sample_weight = p.w_test)
         fpr = 1.0 - fpr
         try:
             roc_auc = auc(tpr, fpr)
@@ -61,8 +61,8 @@ def overlay_ROC(filename, *projects, **kwargs):
         if plot_thresholds:
             ax2.plot(tpr, threshold, "--", color=color)
         if lumifactor is not None:
-            sumw_b = p.w_test[p.y_test==0].sum()*lumifactor
-            sumw_s = p.w_test[p.y_test==1].sum()*lumifactor
+            sumw_b = p.w_test[p.l_test==0].sum()*lumifactor
+            sumw_s = p.w_test[p.l_test==1].sum()*lumifactor
             ax_abs_b.plot(tpr, (1.-fpr)*sumw_b, alpha=0)
             ax_abs_b.invert_yaxis()
             ax_abs_s.plot(tpr*sumw_s, fpr, alpha=0)