typos

doc/LectureNotes/exercisesweek43.ipynb

@@ -32,15 +32,15 @@
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-    "# Overarching aims of the exercises weeks 43 and 44\n",
+    "# Overarching aims of the exercises for week 43\n",
     "\n",
     "The aim of the exercises this week is to gain some confidence with\n",
     "ways to visualize the results of a classification problem.  We will\n",
     "target three ways of setting up the analysis. The first and simplest\n",
     "one is the\n",
-    "1. so-called confusion matrix, and the next is the\n",
+    "1. so-called confusion matrix. The next one is the so-called\n",
     "\n",
-    "2. ROC curve and finally the\n",
+    "2. ROC curve. Finally we have the\n",
     "\n",
     "3. Cumulative gain curve.\n",
     "\n",
@@ -446,7 +446,10 @@
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@@ -611,7 +623,25 @@
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