Homework 24 Final

Author: internetofjames

submissions/Bertrand/kMeansBonus.txt

@@ -1,3 +1,5 @@
 Earned Bonuses:
 
-2. (5) --> Submit a project at C level by Saturday, Dec. 1 before 6:00 am
+2. (5) --> Submit a project at C level by Saturday, Dec. 1 before 6:00 am
+4. (5) --> Normalize your data, so that every value 0 <= data[i][j] <= 1.
+        --> normData contains values ranging from 0 to 1

submissions/Bertrand/myKMeans.py

@@ -12,9 +12,22 @@
 data = np.delete(data, np.s_[7,11,19,20], axis=1)
 data = np.delete(data, np.s_[0], axis=0)    # remove column headers
 data = data.astype(float)   # convert strings to floats
+
+
+# normalize the data
+normData = np.copy(data)
+maxVal = np.amax(normData)
+minVal = np.amin(normData)
+
+normData = (np.subtract(normData, minVal) / (maxVal - minVal))
+
 Examples = {
     'Airline Data': {
         'data': data,
         'k': [2, 3, 4],
     },
+    'Normalized Airline Data': {
+        'data': normData,
+        'k': [2, 5, 18]
+    },
 }