Added List of Models

SuyashLakhotia · Apr 3, 2017 · e08e2c8 · e08e2c8
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diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
@@ -14,4 +14,4 @@ Private Score: XYZ, Public Score: XYZ
 """
 ```
 
-Submit a pull request to `master` once done.
+Submit a pull request to `master` once done. After merging with `master`, add details about the model to `List of Models.md`.
diff --git a/List of Models.md b/List of Models.md
@@ -0,0 +1,10 @@
+## List of Models
+
+- `linearregression.py`
+    - Private Score: 0.16939, Public Score: 0.14867
+    - Features: Promo, SchoolHoliday, DayOfWeek (one-hot encoded), StateHoliday (one-hot encoded)
+    - Treating each store as an independent regression problem, loop through all stores training the model for the particular store and predicting its sales value.
+- `simplemedian.py`
+    - Private Score: 0.14598, Public Score: 0.14001
+    - Features: Store, DayOfWeek, Promo
+    - This model simply calculates the median value for every ["Store", "DayOfWeek", "Promo"] combination and assigns that value as the prediction for every ["Store", "DayOfWeek", "Promo"] combination in the test data.