Question: Consider an mnist dataset. How many eigenvectors are needed to capture the 9 9 % of the total variance of the data? Plot in python

Consider an mnist dataset. How many eigenvectors are needed to capture the

99 %

of the total variance of the data? Plot in python the average reconstruction error for each digit class separately as a function of eigenvectors. Comment on your observation. Ensure that the code ACTUALLY compiles and produces plots. This help above was not able to compile, had errors and didn't produce plots. Any mnist dataset will do

.

The main thing is find the

99 %

variance and plots.

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Consider an mnist dataset. How many eigenvectors are needed to capture the 9 9 % of the total variance of the data? Plot in python the average reconstruction error for each digit class separately as...

%% Please just do the extra credit part in matlab %% Eigenfaces for Facial Recognition Introduction and Resources %% (1) Load training set images from a .mat file (2 points) clear; close all; clc;...

Jupyter NoteBook Once we decide to measure more than three features per input vector, it can become challenging to understand how a network is learning to solve such a problem since we can no longer...

CSC 411 / CSC 2515 Introduction to Machine Learning ASSIGNMENT # 1 Due at NOON on: Oct. 19 (CSC 411) / Oct. 20 (CSC 2515) 1 Logistic Regression (40 points) 1.1 (10 points) Bayes' Rule Suppose you...

informs Vol. 34, No. 3, May-June 2004, pp. 191-205 issn 0092-2102 \u0001 eissn 1526-551X \u0001 04 \u0001 3403 \u0001 0191 doi 10.1287/inte.1030.0068 2004 INFORMS Inventory Decisions in Dell's Supply...

Final Exam MULTIPLE CHOICE. Choose the one alternative that best completes the statement or answers the question. Solve the problem. 1) The average age of the students in a statistics class is 22...

1 2 3 4 7 8 9 12 13 14 15 16 17 18 19 20 21 22 23 24 28 29 30 31 38 40 41 44 47 48 49 50 51 62 63 64 66 67 68 69 70 71 73 74 76 77 78 79 80 81 82 85 86 87 88 89 90 91 92 93 94 95 99 100 101 104 105...

Answer the following True/False, Multiple Choice, Fill in blank as QUICKLY AS POSSIBLE*. Please let them be correct answers. No explanation needed. 1 When conducting a one-sample t test, if a sample...

Solve y" + y = 1 12/1 if 0S t= T and 0 if to; here, y(0) = 0, y' (0) = 0. This models an undamped system on which a force F acts during some interval of time (see Fig. 59), for instance, the force...

The following information was extracted from the balance sheets of ABC at 31 December Year 2 and at 31 December Year 1: Year 1 Year 2

One way to reduce the length of the collection cycle is to: Answer offer discounts for prompt or early payment. offer incentives for customers to buy larger volumes. relax the firm s terms of credit....

Compared with half a century ago, adoption has become _ _ _ _ _ _ _ _ _ common, but it is more open and acceptabl e , so we probably discuss it _ _ _ _ _ _ _ . fill in the blanks more or much less or...

1. What do you think has happened here? Who, and in what way, are the various participants responsible for the outcome?

2. Assuming that, after his reassignment, John might have become more open to suggestions on his behavior, how might you advise him?

3. If you were John and had the benefit of hindsight, how might you have handled the situation differently? How could you use power and organizational politics to gain the respect and cooperation you...