In general, when choosing the model used, simplicity and interpretability were top on the scale of preference. The solution was written in R. It uses an ensembl... See more

By analyzing the submission file, we can observe that there are 96 IDs whose first forecast date is 2024-02-21. Since there are no IDs with a later date than th... See more

Hello Zindians, Attached is a notebook to get you 12.27, potentially second on the lb. I would not have chosen this sub anyway as I had more sound approaches th... See more

it was fun to participating in this comptition and to work on a team with talented person like @mubarak127. but when the private leaderboard revield we saw that... See more

@51pegasi @yanteixeira @AdeptSchneider22 Congratulations for your impressive performance. Kindly share insights on how you guys tackled the problem, lessons lea... See more

Hi Everyone, I hope you're enjoying this competition.I'm bit curious. i'd like to know, if somebody is achieving decent CV-LB correlation with neural networks ?

've identified outliers as a major issue in this dataset. I've experimented with various techniques to address them and managed to achieve a score of 17 without... See more

How could you reach RMSE 11? @marching_learning, I been working on this data for a long time, but I am still not sure of the result.

I know using a recurrent neural network may be an overkill, but I figured out how to show the importance of the input features to my RNN to the forecast values.... See more

Every time I enter a competition, I like to begin with simple baselines. For time series competitions, I believe that one of the simplest baselines is the movin... See more

Btw if you guys never knew that you can easily share your notebooks here on the discussions it is actually so easy. Use google colab , save your notebook as a g... See more

In this challenge, we are tasked with two objectives: first, analyzing how features contribute to the target, and second, forecasting the targets. I would like... See more

Hey guys!! How can i make predictions for the dates in the sample submission file.

alsalamo alaykom,I am still struggling to understand what they mean by 1 and 2 weeks after? since in the sample we are given only one column for clicks?

Do you guys round your values into int before submitting, does that give you a high score?for me I noticed that if you round into greater values your score will... See more

The records for ID_61efa4189f0e4645b652296a end in May 2022, but the sample submission requests future values for 2024.@Nelly43 how should we proceed?

Hello fellow competitors,Shall we share our CV and LB scores? In my case, I'm quite confused about the correlation between the two. I have models with a CV of 0... See more

I made a starter-notebook using Prophet.https://colab.research.google.com/drive/1Ybna3UYL2fuRdC2af1Nt5WGSfPse3FAc?usp=sharing

I've noticed that there are several identical scores "112.4561452" on the list. I'm wondering if this is due to the data. I've been trying for a while now, but... See more

Hello, Is it possible I can get a starter notebook for this challenge.Thank you.

Hello everyone, when accessing the data for this competition, I found only the training and sample submission files. Where can I find the test set?

1. Keep your model as simple as possible. The key to achieving high score is the ability of your model to generalize well.2. You may try ensembling models but I... See more

Iam just wondering what your submissions looks like. From the train dataset, I can see that there are 68 unique ids and if we are to predict their respective 2... See more

My findings so far: - With LR Model raw (0 imputation), strong evidence of Heteroskadacity, if you do the Breusch-Pagan test. - continous num_cols are all rig... See more

when going through the display location data i find that thier are 4 locations but 2 of them `AD` and `ad` looks identical. should we consider them as identical... See more