New to machine learning and data science? No question is too basic or too simple. Feel free to start your own thread, or use this thread as a place to post any first-timer clarifying questions for the Kaggle community to help you with!
\nIf you would consider yourself a beginner but don't know where to get started, let other Kagglers help you take your first steps here!
\nNew to Kaggle? Take a look at a few videos our very own Dr. Rachael Tatman has put together to learn a bit more about site etiquette, Kaggle lingo, and how to enter a competition using Kaggle Notebooks.
\nRemember: Kaggle is for everyone. Whether you're teaming up or sharing tips in the competition forum, we expect everyone to follow our Kaggle community guidelines.
\nHappy Modeling!
", "messages": [ { "id": "1250138", "postDate": "03/23/2021 20:05:30", "content": "New to machine learning and data science? No question is too basic or too simple. Feel free to start your own thread, or use this thread as a place to post any first-timer clarifying questions for the Kaggle community to help you with!
\nIf you would consider yourself a beginner but don't know where to get started, let other Kagglers help you take your first steps here!
\nNew to Kaggle? Take a look at a few videos our very own Dr. Rachael Tatman has put together to learn a bit more about site etiquette, Kaggle lingo, and how to enter a competition using Kaggle Notebooks.
\nRemember: Kaggle is for everyone. Whether you're teaming up or sharing tips in the competition forum, we expect everyone to follow our Kaggle community guidelines.
\nHappy Modeling!
", "rawMarkdown": "New to machine learning and data science? No question is too basic or too simple. Feel free to start your own thread, or use this thread as a place to post any first-timer clarifying questions for the Kaggle community to help you with!\n\nIf you would consider yourself a beginner but don't know where to get started, let other Kagglers help you take your first steps here!\n\nNew to Kaggle? Take a look at a few videos our very own Dr. Rachael Tatman has put together to learn a bit more about [site etiquette](https://www.youtube.com/watch?v=aIus8si_Et0), [Kaggle lingo](https://www.youtube.com/watch?v=sEJHyuWKd-s), and [how to enter a competition using Kaggle Notebooks](https://www.youtube.com/watch?&v=GJBOMWpLpTQ).\n\n**Remember**: Kaggle is for everyone. Whether you're teaming up or sharing tips in the competition forum, we expect everyone to follow our [Kaggle community guidelines](https://www.kaggle.com/community-guidelines).\n\nHappy Modeling!", "votes": null }, { "id": "1250332", "postDate": "03/24/2021 01:02:15", "content": "What is the dynamic of a team? Is it a person to communicate Ideas or create a submission with?
", "rawMarkdown": "What is the dynamic of a team? Is it a person to communicate Ideas or create a submission with?", "votes": null }, { "id": "1251305", "postDate": "03/24/2021 16:55:47", "content": "Can i join the competition as individual or must be under a team?
", "rawMarkdown": "Can i join the competition as individual or must be under a team?", "votes": null }, { "id": "1251536", "postDate": "03/24/2021 21:52:38", "content": "You can absolutely join and submit as an individual, and if your work is really good, maybe you'll be invited to join a team later on.
", "rawMarkdown": "You can absolutely join and submit as an individual, and if your work is really good, maybe you'll be invited to join a team later on.", "votes": null }, { "id": "1277983", "postDate": "04/19/2021 13:04:10", "content": "Hello, i have a silly question about evaluation due to being noob on kaggle.
\nIs that true that the puslic score is only calculated on 4 sample_submission texts?
\nOr it's actually calculated on bigger corpus?
\nThank you in advance.
At the top of the leaderboard you can see the % of data that is used to evaluate the public/private scores.
", "rawMarkdown": "At the top of the leaderboard you can see the % of data that is used to evaluate the public/private scores.", "votes": null }, { "id": "1280252", "postDate": "04/21/2021 18:36:25", "content": "Thank you, but what about those 4 texts from sample submissions that we have?
\nDoes that mean that we don't have most of the data from public scoring set on our hands, but only 4 of them?
I believe Maggie meant that no, we don't have most of the data from the public scoring data set.
", "rawMarkdown": "I believe Maggie meant that no, we don't have most of the data from the public scoring data set.", "votes": null }, { "id": "1280572", "postDate": "04/22/2021 06:06:22", "content": "If this is what you are asking: One can share his/her code publicly with everyone or does so privately ONLY with his teammates.
", "rawMarkdown": "If this is what you are asking: One can share his/her code publicly with everyone or does so privately ONLY with his teammates.", "votes": null }, { "id": "1280745", "postDate": "04/22/2021 09:47:12", "content": "Thank you for your anwser!
", "rawMarkdown": "Thank you for your anwser!", "votes": null }, { "id": "1288843", "postDate": "04/30/2021 11:51:13", "content": "Hello!
\nI'm planning to write my bachelor's thesis with the data used for the competition and I'm not sure if i can complete it until the deadline. Therefore i have a few questions regarding GPU usage and Data:
\nThank you in advance!
", "rawMarkdown": "Hello!\n\nI'm planning to write my bachelor's thesis with the data used for the competition and I'm not sure if i can complete it until the deadline. Therefore i have a few questions regarding GPU usage and Data:\n\n- Is the hidden test set going to be shared after the competition has ended?\n- Alternatively, is it possible to submit (and test the model) after the competition has ended?\n- Also, can we still use the GPU 30h a week after the competition has ended?\n\nThank you in advance!", "votes": null }, { "id": "1291198", "postDate": "05/02/2021 19:15:43", "content": "Hi, I am a total newbie; Just recently finished a course and want to test what I learned;
\nAnd sorry, I have some very basic questions :)
1) The data provided includes a train.csv file.
\n You also provided .json files in a 'Train' folder.
For our training set, should we use the data in the train.csv or should we generate our train data from the .json files?
\n2) Was the train.csv generated by you from the .json files in the 'Train' folder
", "rawMarkdown": "Hi, I am a total newbie; Just recently finished a course and want to test what I learned; \nAnd sorry, I have some very basic questions :)\n\n1) The data provided includes a train.csv file.\n You also provided .json files in a 'Train' folder.\n\n For our training set, should we use the data in the train.csv or should we generate our train data from the .json files?\n\n\n2) Was the train.csv generated by you from the .json files in the 'Train' folder", "votes": null }, { "id": "1298419", "postDate": "05/08/2021 20:27:39", "content": "Thanks for this
", "rawMarkdown": "Thanks for this", "votes": null }, { "id": "1298874", "postDate": "05/09/2021 09:35:22", "content": "helpful community!
", "rawMarkdown": "helpful community!", "votes": null }, { "id": "1303273", "postDate": "05/12/2021 01:52:31", "content": "Hello Maggie, Good to know that you are helping the new comers. I will reach out to you when there is confusion.
", "rawMarkdown": "Hello Maggie, Good to know that you are helping the new comers. I will reach out to you when there is confusion.", "votes": null }, { "id": "1304523", "postDate": "05/12/2021 17:08:29", "content": "I am bit confuse with the problem we are solving what is our ultimate goal? what do I need to predict? In sample submission file it is provided \"Id, PredictionString\", Id I can understand but what about PredictionString is it the all 4 column from train.csv i.e. \"pub_title, dataset_title, dataset_label, cleaned_label\" concatenated with ',' or any one of these? Can anyone help me on these?
", "rawMarkdown": "I am bit confuse with the problem we are solving what is our ultimate goal? what do I need to predict? In sample submission file it is provided **\"Id, PredictionString\"**, Id I can understand but what about **PredictionString** is it the all 4 column from train.csv i.e. **\"pub_title, dataset_title, dataset_label, cleaned_label\"** concatenated with ',' or any one of these? Can anyone help me on these?", "votes": null }, { "id": "1308494", "postDate": "05/15/2021 09:01:11", "content": "if you find dataset1 and dataset2 in a publication, then your PredictionString is clean_text(dataset1)|clean_text(dataset2)
", "rawMarkdown": "if you find dataset1 and dataset2 in a publication, then your PredictionString is clean_text(dataset1)|clean_text(dataset2)", "votes": null }, { "id": "1308665", "postDate": "05/15/2021 11:18:24", "content": "can you explain this with an example?
", "rawMarkdown": "can you explain this with an example?", "votes": null }, { "id": "1308675", "postDate": "05/15/2021 11:26:09", "content": "Id: 1234
\ntext: Our team of experts used ADNI and COVID-19 genome datasets in this research ….
Let's say you found ADNI and COVID-19 genome in the publication with id 1234. Then you process your found labels using clean_text() function given on evaluation page to get adni and covid 19 genome
After that, join your predictions with |. The corresponding line in your submission file should look like
Id,PredictionString\n1234,adni|covid 19 genome\nThanks Shivam, it explain very well
", "rawMarkdown": "Thanks Shivam, it explain very well", "votes": null }, { "id": "1332372", "postDate": "06/02/2021 05:10:59", "content": "Hello! is anyone using Glove as word embedding here? My submission keeps used up too much RAM and I'm wondering if the word embedding is an issue… im using glove_6B_100
", "rawMarkdown": "Hello! is anyone using Glove as word embedding here? My submission keeps used up too much RAM and I'm wondering if the word embedding is an issue... im using glove_6B_100", "votes": null }, { "id": "1805455", "postDate": "05/30/2022 07:28:50", "content": "I'm completely noob. I don't know from where to start to learn machine learning
", "rawMarkdown": "I'm completely noob. I don't know from where to start to learn machine learning", "votes": null }, { "id": "1805895", "postDate": "05/30/2022 15:36:07", "content": "Hello Shireen, I recomend you Kaggle Courses (including Machine Learning) from:
\nhttps://www.kaggle.com/learn
I hope this is helpful
", "rawMarkdown": "Hello Shireen, I recomend you Kaggle Courses (including Machine Learning) from:\nhttps://www.kaggle.com/learn\n\nI hope this is helpful", "votes": null } ], "comments": [ { "id": 1250332, "author_name": "sivannahaalfs", "author_url": "", "post_date": "03/24/2021 01:02:15", "content": "What is the dynamic of a team? Is it a person to communicate Ideas or create a submission with?
", "votes": null, "replies": [ { "id": 1280572, "author_name": "averywu", "author_url": "", "post_date": "04/22/2021 06:06:22", "content": "If this is what you are asking: One can share his/her code publicly with everyone or does so privately ONLY with his teammates.
", "votes": null, "replies": [] } ] }, { "id": 1251305, "author_name": "drazooza", "author_url": "", "post_date": "03/24/2021 16:55:47", "content": "Can i join the competition as individual or must be under a team?
", "votes": null, "replies": [ { "id": 1251536, "author_name": "bowdenjr", "author_url": "", "post_date": "03/24/2021 21:52:38", "content": "You can absolutely join and submit as an individual, and if your work is really good, maybe you'll be invited to join a team later on.
", "votes": null, "replies": [] } ] }, { "id": 1277983, "author_name": "glycineaddict", "author_url": "", "post_date": "04/19/2021 13:04:10", "content": "Hello, i have a silly question about evaluation due to being noob on kaggle.
\nIs that true that the puslic score is only calculated on 4 sample_submission texts?
\nOr it's actually calculated on bigger corpus?
\nThank you in advance.
At the top of the leaderboard you can see the % of data that is used to evaluate the public/private scores.
", "votes": null, "replies": [ { "id": 1280252, "author_name": "glycineaddict", "author_url": "", "post_date": "04/21/2021 18:36:25", "content": "Thank you, but what about those 4 texts from sample submissions that we have?
\nDoes that mean that we don't have most of the data from public scoring set on our hands, but only 4 of them?
I believe Maggie meant that no, we don't have most of the data from the public scoring data set.
", "votes": null, "replies": [ { "id": 1280745, "author_name": "glycineaddict", "author_url": "", "post_date": "04/22/2021 09:47:12", "content": "Thank you for your anwser!
", "votes": null, "replies": [] } ] } ] }, { "id": 1288843, "author_name": "moritzwassmer", "author_url": "", "post_date": "04/30/2021 11:51:13", "content": "Hello!
\nI'm planning to write my bachelor's thesis with the data used for the competition and I'm not sure if i can complete it until the deadline. Therefore i have a few questions regarding GPU usage and Data:
\nThank you in advance!
", "votes": null, "replies": [ { "id": 1304523, "author_name": "prodigy1", "author_url": "", "post_date": "05/12/2021 17:08:29", "content": "Hi, I am a total newbie; Just recently finished a course and want to test what I learned;
\nAnd sorry, I have some very basic questions :)
1) The data provided includes a train.csv file.
\n You also provided .json files in a 'Train' folder.
For our training set, should we use the data in the train.csv or should we generate our train data from the .json files?
\n2) Was the train.csv generated by you from the .json files in the 'Train' folder
", "votes": null, "replies": [] }, { "id": 1298419, "author_name": "dark17", "author_url": "", "post_date": "05/08/2021 20:27:39", "content": "Thanks for this
", "votes": null, "replies": [] }, { "id": 1298874, "author_name": "iamdatascientist15", "author_url": "", "post_date": "05/09/2021 09:35:22", "content": "helpful community!
", "votes": null, "replies": [] }, { "id": 1303273, "author_name": "ashishadhikari061", "author_url": "", "post_date": "05/12/2021 01:52:31", "content": "Hello Maggie, Good to know that you are helping the new comers. I will reach out to you when there is confusion.
", "votes": null, "replies": [] }, { "id": 1306352, "author_name": "akashkumar1498", "author_url": "", "post_date": "05/13/2021 17:58:54", "content": "I am bit confuse with the problem we are solving what is our ultimate goal? what do I need to predict? In sample submission file it is provided \"Id, PredictionString\", Id I can understand but what about PredictionString is it the all 4 column from train.csv i.e. \"pub_title, dataset_title, dataset_label, cleaned_label\" concatenated with ',' or any one of these? Can anyone help me on these?
", "votes": null, "replies": [ { "id": 1308494, "author_name": "shivammiglani", "author_url": "", "post_date": "05/15/2021 09:01:11", "content": "if you find dataset1 and dataset2 in a publication, then your PredictionString is clean_text(dataset1)|clean_text(dataset2)
", "votes": null, "replies": [] }, { "id": 1308665, "author_name": "akashkumar1498", "author_url": "", "post_date": "05/15/2021 11:18:24", "content": "can you explain this with an example?
", "votes": null, "replies": [] }, { "id": 1308675, "author_name": "shivammiglani", "author_url": "", "post_date": "05/15/2021 11:26:09", "content": "Id: 1234
\ntext: Our team of experts used ADNI and COVID-19 genome datasets in this research ….
Let's say you found ADNI and COVID-19 genome in the publication with id 1234. Then you process your found labels using clean_text() function given on evaluation page to get adni and covid 19 genome
After that, join your predictions with |. The corresponding line in your submission file should look like
Id,PredictionString\n1234,adni|covid 19 genome\nThanks Shivam, it explain very well
", "votes": null, "replies": [] } ] }, { "id": 1332372, "author_name": "haochenhon", "author_url": "", "post_date": "06/02/2021 05:10:59", "content": "Hello! is anyone using Glove as word embedding here? My submission keeps used up too much RAM and I'm wondering if the word embedding is an issue… im using glove_6B_100
", "votes": null, "replies": [] }, { "id": 1805455, "author_name": "syedshireen", "author_url": "", "post_date": "05/30/2022 07:28:50", "content": "I'm completely noob. I don't know from where to start to learn machine learning
", "votes": null, "replies": [] }, { "id": 1805895, "author_name": "henryjavier", "author_url": "", "post_date": "05/30/2022 15:36:07", "content": "Hello Shireen, I recomend you Kaggle Courses (including Machine Learning) from:
\nhttps://www.kaggle.com/learn
I hope this is helpful
", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "1250138": "New to machine learning and data science? No question is too basic or too simple. Feel free to start your own thread, or use this thread as a place to post any first-timer clarifying questions for the Kaggle community to help you with!\n\nIf you would consider yourself a beginner but don't know where to get started, let other Kagglers help you take your first steps here!\n\nNew to Kaggle? Take a look at a few videos our very own Dr. Rachael Tatman has put together to learn a bit more about [site etiquette](https://www.youtube.com/watch?v=aIus8si_Et0), [Kaggle lingo](https://www.youtube.com/watch?v=sEJHyuWKd-s), and [how to enter a competition using Kaggle Notebooks](https://www.youtube.com/watch?&v=GJBOMWpLpTQ).\n\n**Remember**: Kaggle is for everyone. Whether you're teaming up or sharing tips in the competition forum, we expect everyone to follow our [Kaggle community guidelines](https://www.kaggle.com/community-guidelines).\n\nHappy Modeling!", "1250332": "What is the dynamic of a team? Is it a person to communicate Ideas or create a submission with?", "1251305": "Can i join the competition as individual or must be under a team?", "1251536": "You can absolutely join and submit as an individual, and if your work is really good, maybe you'll be invited to join a team later on.", "1277983": "Hello, i have a silly question about evaluation due to being noob on kaggle.\nIs that true that the puslic score is only calculated on 4 sample_submission texts?\nOr it's actually calculated on bigger corpus?\nThank you in advance.", "1279790": "At the top of the leaderboard you can see the % of data that is used to evaluate the public/private scores.", "1280252": "Thank you, but what about those 4 texts from sample submissions that we have?\nDoes that mean that we don't have most of the data from public scoring set on our hands, but only 4 of them?", "1280571": "I believe Maggie meant that no, we don't have most of the data from the public scoring data set.", "1280572": "If this is what you are asking: One can share his/her code publicly with everyone or does so privately ONLY with his teammates.", "1280745": "Thank you for your anwser!", "1288843": "Hello!\n\nI'm planning to write my bachelor's thesis with the data used for the competition and I'm not sure if i can complete it until the deadline. Therefore i have a few questions regarding GPU usage and Data:\n\n- Is the hidden test set going to be shared after the competition has ended?\n- Alternatively, is it possible to submit (and test the model) after the competition has ended?\n- Also, can we still use the GPU 30h a week after the competition has ended?\n\nThank you in advance!", "1291198": "Hi, I am a total newbie; Just recently finished a course and want to test what I learned; \nAnd sorry, I have some very basic questions :)\n\n1) The data provided includes a train.csv file.\n You also provided .json files in a 'Train' folder.\n\n For our training set, should we use the data in the train.csv or should we generate our train data from the .json files?\n\n\n2) Was the train.csv generated by you from the .json files in the 'Train' folder", "1298419": "Thanks for this", "1298874": "helpful community!", "1303273": "Hello Maggie, Good to know that you are helping the new comers. I will reach out to you when there is confusion.", "1304523": "1. Afaik, they don't share the hidden test set.\n2. Second, I think you can submit and test your model after the competition has ended, if they archive the competition. In all likelihood, you should be able to do that.\n3. Im not sure about your last question. If you do need a GPU, try colab", "1306352": "I am bit confuse with the problem we are solving what is our ultimate goal? what do I need to predict? In sample submission file it is provided **\"Id, PredictionString\"**, Id I can understand but what about **PredictionString** is it the all 4 column from train.csv i.e. **\"pub_title, dataset_title, dataset_label, cleaned_label\"** concatenated with ',' or any one of these? Can anyone help me on these?", "1308494": "if you find dataset1 and dataset2 in a publication, then your PredictionString is clean_text(dataset1)|clean_text(dataset2)", "1308665": "can you explain this with an example?", "1308675": "Id: `1234`\ntext: Our team of experts used `ADNI` and `COVID-19 genome` datasets in this research .... \n\nLet's say you found `ADNI` and `COVID-19 genome` in the publication with id `1234`. Then you process your found labels using `clean_text()` function given on evaluation page to get `adni` and `covid 19 genome`\n\nAfter that, join your predictions with `|`. The corresponding line in your submission file should look like\n```\nId,PredictionString\n1234,adni|covid 19 genome\n```", "1313529": "Thanks Shivam, it explain very well", "1332372": "Hello! is anyone using Glove as word embedding here? My submission keeps used up too much RAM and I'm wondering if the word embedding is an issue... im using glove_6B_100", "1805455": "I'm completely noob. I don't know from where to start to learn machine learning", "1805895": "Hello Shireen, I recomend you Kaggle Courses (including Machine Learning) from:\nhttps://www.kaggle.com/learn\n\nI hope this is helpful" }, "source": "meta" }