Homework 4
Advanced Data Mining
Baruch College
Due date =11/19
Directions: please email your homework as a single pdf attachment with the Advanced Data Mining Homework 4 subject.
An Introduction to St
Midterm Exam
Advanced Data Mining
Baruch College
Academic dishonesty is unacceptable and will not be tolerated. Cheating, forgery, plagiarism and
collusion in dishonest acts undermine the colleges edu
Dr. Gross
STA 9715
Notes on the Poisson Process (PP)
The PP describes the accumulation of rare events in time. These may be the
# of cases of a rare non-communicable disease occurring in the time inte
Solution Homework 2
Advanced Data Mining
Baruch College
Problem 1
.
Problem 2
Bayes rule yields
P (X = x|Y = k)P (Y = k)
P (X = x)
fk (x)k
= PK
l=1 fl (x)l
1 exp 1 2 (x k )2 k
2
2
= P
K
1 exp 1 2 (x
Solution Homework 3
Advanced Data Mining
Baruch College
Question 2, chapter 5
a. 1 (1 n1 )
b. 1 (1 n1 )
c. Since sampling is with replacement, samples are independent, and the probability that the jth
Homework 1
Statistical Learning for Data Mining
Kamiar Rahnama Rad
Problem 1
Let y Rn1 , Rp1 and X Rnp . We use > to indicate the transpose. The rows of X
1p
for i = 1, , n and the columns of X are de