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View Code? Open in Web Editor NEWResource materials for my Artificial Intelligence (CSE-411) course in Summer-2019 trimester at MIU
Resource materials for my Artificial Intelligence (CSE-411) course in Summer-2019 trimester at MIU
Problem name: House Prices: Advanced Regression Techniques
Team Members: Sam, Jas, Mahmud
Submission: Milestone submitted
Date : 12 July 2019
First Submission
Date: 18 July 2019
Score : 0.12257
Position: 1342
Today was our forth submission
Score and position remaining same because of no performance improvement.
Trying our best to improve score.
Any advice regarding performance improvement would be appreciated
Coding Assignment
Problem name: House Prices: Advanced Regression Techniques
Team Members: Ibrahim, Rayhan, Toriq
First Submission:
Date: 10-7-19
Score : 0.12225
Position: 1321
Second Submission:
Date : 16-7-19
Score : 0.11548
Position: 495
Third Submission:
Date : 16-7-19
Score : 0.10766
Position: 159
I have created two functions for checking and converting histogram and normal probability plot to use them for all the columns (after handling missing data).
It works for a set individually (like):
checker.general_distribution(df_train, 'GrLivArea')
plt.show()
checker.normalized_distribution(df_train, 'GrLivArea')
plt.show()
But when I do checking for another set(while keeping the conversion command of upper set as It necessary) the result of current becomes wrong though The show function doesn't use for the upper set).
I don't know that's the issue and can't find any solution as I need to keep conversion command of upper set.
What I suppose to do for this action.
The wrong result is
my cone is in drive: https://drive.google.com/open?id=1vN-aBOPQ_Lhywl_dEynOYeC9V1aDgyuV
Thank all the team for their efforts and hard work to make this competition successful.
Kudos to Team Frineds for winning this competition.
Serial | Team | Git Commit | Total Submission | Score | Position |
---|---|---|---|---|---|
1 | Frineds | 55 | 1 | 0.10375 | 8 |
2 | rdnasim | 14 | 6 | 0.10649 | 98 |
3 | Ibrahim Kardi | 16 | 17 | 0.10649 | 103 |
4 | Razor | 21 | 7 | 0.10985 | 201 |
5 | GirlsPower | 7 | 15 | 0.11382 | 278 |
6 | ASIFUR RAHAMAN | 3 | 4 | 0.11548 | 499 |
7 | ZQuery | 17 | 11 | 0.11552 | 546 |
8 | hzm401 | 0 | 12 | 0.12213 | 1275 |
9 | Techtrio | 3 | 4 | 0.12226 | 1290 |
10 | Techduo | 6 | 10 | 0.12231 | 1293 |
11 | H S Ariful | 0 | 2 | 0.12718 | 1676 |
12 | A B M Asadullah | 1 | 1 | 0.13817 | 2293 |
13 | saquibvai | 4 | 2 | 0.40890 | 3980 |
14 | Asrafia | 0 | 0 |
which one will be good for coding
jupyter, coalab or visual studio ?
I have finished my data processing and create my model too. But when I load the model it stucks in a function as like
Even I try the model which was given by sir and I only change the input criteria and add some print() to check what's going on, but I am 100% sure they have no effect on model
this is the location where the stuck occurs
I can sure that python works properly as task manager says
the stuck is even more that 30 minutes long.
why this stuck..??.. Please help.
I don't know why this issue occurs or for which it happens ??
please help
Assignment
Problem name: House Prices: Advanced Regression Techniques
Team Members: Ariful Hoque,Abul Hasanat,Shazedul Karim
1st Submission:
Date: 21-07-19
Score : 0.12718
Position: 1751
Any suggestion regarding performance improvement would be appreciated.
Problem name: House Prices: Advanced Regression Techniques
Team Members: Minhazul Zannat, Kazi Mushfiqur Rakman, Ashrafujjaman
1st Submission:
Date: 04-08-2019 10:23pm
Score : 0.10375
Position: 08
Coding Assignment
Problem name: House Prices: Advanced Regression Techniques
Team Members: Riadul Islam Nasim, Mahfuzur Rahman
2nd Submission:
Date: 13-07-19
Score : 0.11457
Position: 352
3rd Submission:
Date: 15-07-19
Score: 0.11457
Position: 330
6th Submission:
Date: 17-07-19
Score: 0.11428
Position: 114
First Submission
Date : 15-7-19
Score : 0.12260
Position : 1352
Second Submission
Date : 18-7-19
Score : 0.11445
Position : 348
Fifth Submission
Date : 21-7-19
Score : 0.11393
Position : 280
I have a git directory in my pc and I have created the github repository already. Git is working properly for local, but when I try to push the work by remote (in github) it shows errors.
All my works and commands are in google drive. Link : https://drive.google.com/drive/folders/1vN-aBOPQ_Lhywl_dEynOYeC9V1aDgyuV?usp=sharing
I have been trying all the possible ways of my known and I also check many where for the solution..But can't cope with the problem. Please help.
I think there is a problem in github repository as it doesn't look like as the one which was seen in class.
I have created 3 new variables to combine some related variables as shown in picture.
here I need some suggestion now, which are:
01)Assignment
Problem name: House Prices: Advanced Regression Techniques
Team Members: Nazmus Shakib,Jobayer Alam,Kh rakib ul Islam
1st Submission:
Date: 19-07-19
Score : 0.12258
Position: 1359
Any advice regarding performance improvement would be appreciated.
Problem name: House Prices: Advanced Regression Techniques
Team Members: Nazmus Shakib,Jobayer Alam,Kh rakib ul Islam
2nd Submission:
Date: 28-07-19
Score : 0.11888
Position: 1025
Problem name: House Prices: Advanced Regression Techniques
Team Members: Nazmus Shakib,Jobayer Alam,Kh rakib ul Islam
3rd Submission:
Date: 28-07-19
Score : 0.11887
Position: 1003
Problem name: House Prices: Advanced Regression Techniques
Team Members: Nazmus Shakib,Jobayer Alam,Kh rakib ul Islam
4th Submission:
Date: 29-07-19
Score : 0.11650
Position: 741
Problem name: House Prices: Advanced Regression Techniques
Team Members: Nazmus Shakib,Jobayer Alam,Kh rakib ul Islam
5th Submission:
Date: 02-07-19
Score : 0.11650
Position: 733
Problem name: House Prices: Advanced Regression Techniques
Team Members: Nazmus Shakib,Jobayer Alam,Kh rakib ul Islam
6th Submission:
Date: 03-07-19
Score : 0.11548
Position: 497
Problem name: House Prices: Advanced Regression Techniques
Team Members: Nazmus Shakib,Jobayer Alam,Kh rakib ul Islam
7th Submission:
Date: 03-07-19
Score : 0.11548
Position: 497
Problem name: House Prices: Advanced Regression Techniques
Team Members: Nazmus Shakib,Jobayer Alam,Kh rakib ul Islam
8th Submission:
Date: 03-07-19
Score : 0.11650
Position: 726
Problem name: House Prices: Advanced Regression Techniques
Team Members: Nazmus Shakib,Jobayer Alam,Kh rakib ul Islam
9th Submission:
Date: 03-07-19
Score : 0.10985
Position: 200
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