Homework 7 Rubric

Submission and Other (10 Points)

Code	Points	Description
A1	2	Submission is zip containing correct folders/files
A2	2	Zip is named after uni, unzips to folder with uni-hw7
A3	3	Python files have correct names/imports
A4	3	Python files have good style

Part 1 - Knowledge Check (24 points)

Code	Points	Description
B1	6	Question 1
B2	6	Question 2
B3	2	Question 3 - OOP
B4	2	Question 3 - Constructor
B5	2	Question 3 - Inheritance
B6	2	Question 3 - Polymorphism
B7	2	Question 3 - Encapsulation
B8	2	Question 3 - Supervised Learning

Part 2 - Pandas (25 points)

Code	Points	Description
C1	5	`readData` reads csv
C2	2	`readData` sets `Row ID` as index
C3	2	`filterBy` works for test case 1
C4	2	`filterBy` works for test case 2
C5	2	`filterBy` works for test case 3
C6	2	`filterBy` works for test case 4
C7	5	`stateSegmentHeatmap` correct, matches description
C8	5	Good Style (No globals, comments, well named vars)

Test Cases:

1: filterBy(df)
2: filterBy(df, quantity=200, discount=50)
3: filterBy(df, quantity=200, discount=50, profit=300)
4: filterBy(df, discount=50, profit=300)

Part 3 - OOP (20 points)

Code	Points	Description
D1	5	Tester works
D2	3	No `type(thing)`, uses `isinstance`
D3	5	Does Inheritance, not Composition
D4	2	`len(rl)` works
D5	5	Good Style (No globals, comments, well named vars)

Part 4 - Modelling (21 points)

Code	Points	Description
E1	3	Tester works
E2	2	Accuracy returned as float
E3	5	Hand-rolled model works - KNN
E4	2	Scikit-learn model works - KNN
E5	2	Scikit-learn model works - SVM
E6	2	Accuracies in range
E7	5	Good Style (No globals, comments, well named vars)