Question: Use the methods of neural network, deep learning, and classification tree to predict the PM2.5 series of Beijing. You may use the same lagged explanatory

Use the methods of neural network, deep learning, and classification tree to predict the PM2.5 series of Beijing. You may use the same lagged explanatory variables as those of the Shanghai data in Example 4.3. For deep learning, classify the PM2.5 into six categories, namely

(0, 50], (50, 100], (100, 150], (150, 200], (200, 300], (300,∞].

Use the last 365 observations as the forecasting subsample.

Step by Step Solution

★★★★★

3.47 Rating (160 Votes )

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 Regression Analysis Questions!

Python and most Python libraries are free to download or use, though many users use Python through a paid service. Paid services help IT organizations manage the risks associated with the use of...

A creative engineer suggests structuring the TLB so that not all the bits of the presented address need match to result in a hit. Suggest how this might be achieved, and what might be the costs and...

Use the methods of descriptive statistics to learn about the customers who visit the Heavenly Chocolates Web site. Include the following in your report. 1. Graphical and numerical summaries for the...

subject: Differential Equations pls read instructions do not use ai. drop all references and link Instructions ODE application. - find an article related to ODE application - provide a short...

Sentiment Analysis for Customer Review: Case Study of GO-JEK Expansion Abstract Background: Market prediction is an important thing that needs to be analyzed deeply. Business intelligence becomes an...

Al-Driven Contextual Advertising: Toward Relevant Messaging Without Personal Data E. Haglund and J. Bjorklund Department of Computing Science, Umea University, Umed, Sweden ABSTRACT In programmatic...

Requirements Read the give information deeply and Drawing conclusions refers to information that is implied or inferred. ... Using these clues to give for deeper understanding And provide the details...

provide the details Conclusions 2. FINANCIAL FORECASTING AND ALGORITHMS FOR PREDICTION Regression analysis is one of the most widely used techniques for analyzing multifactor data. Linear regression...

Qn.4. Cooling load due to people and lighting Calculate the cooling load for an office in a single story building in Montreal area (45 'N, for simplicity considering 40 'N latitude) at 10:00, 14:00...

The product(s) of the following reaction sequence is (are) NH (A) (C) Br Br Br i) Acetic anhydride/pyridine ii)KBRO/HBr iii)H3O+,heat iv) NaNO/HCI, 273-278 K v)Cu/HBr Br Br (B) (D) Br Br Br Br Br Br

Technology has led to the rise of extreme workers who are on the job 60 hours or more per week. One of the reasons cited by employees as to why they worked long hours was that they loved their job...

During October, Tyson Company worked on two jobs. Data relating to these two jobs follow: Overhead is assigned on the basis of direct labor hours at a rate of $3.75. During October, Job 68 was...

If a coefficient is not significant at the 5% level will it be significant at the 1% level? Prove your answer with the necessary graphical work.

Why can the Z-distribution be used in the event of large samples?

Under what conditions must you use Gosset's t-test?

The cash receipt for each month as follows: Month 1 Month 2 Month 3 Month 4 $ 4,000 6,000 5,000 7,000 22,000 Total sales Purchases Month 1 Month 2 $ 6,000 6,000 4,000 5,000 21,000 Month 3 Month 4...

Question C2 (20 marks) (a) Virtual Teach Limited has just paid a dividend of $1.50 per share. The company is expected to have a strong growth of 12% per annum for the next two years. However, after...

Friendly Candy Compary is a wholesale distributor of Candy. Small but steady growth in sales has been achieved by Friendly Candy Company over the past few years whila Candy prices have bien...