Here are a few questions that seem ambiguous from the description:
\n\nIs each line dedicated to a different product? a, If not, then are\nall these data are of a single product mass-manufactured multiple\ntimes, following different assembly line process each time?
What do the Category values mean? I see "T1" in some places "T2"\n somewhere else, and even numbers in a few cases. Should we assume\n it's a True/False and anything present means True?
Here are a few questions that seem ambiguous from the description:
\n\nIs each line dedicated to a different product? a, If not, then are\nall these data are of a single product mass-manufactured multiple\ntimes, following different assembly line process each time?
What do the Category values mean? I see "T1" in some places "T2"\n somewhere else, and even numbers in a few cases. Should we assume\n it's a True/False and anything present means True?
Hi Anand Jeyahar,
\n\nThey are not described and some kagglers guess about them.
\n\nYour question 1 is descussed in here.
\nhttps://www.kaggle.com/c/bosch-production-line-performance/forums/t/23590/classify-parts-a-single-assembly-or-multiple-assemblies/135406
\nJohnM wrote script to address the question whether or not they are assembling a single product.
Your question 2 is descussed in here.
\nhttps://www.kaggle.com/c/bosch-production-line-performance/forums/t/23135/questions-about-categorical-csv/132849#post132849
\nInversion's guess is they are defect categories. T1 = Surface Defect, T16 = Surface Defect : Scratch ...
toshi-k - nice to know someone saw that script!
\n\nAnand - you might also search this forum and the kernels for 'visualization' and 'exploration'. There are several good examples out there.
", "rawMarkdown": "toshi-k - nice to know someone saw that script!\r\n\r\nAnand - you might also search this forum and the kernels for 'visualization' and 'exploration'. There are several good examples out there.", "votes": null }, { "id": "137191", "postDate": "09/29/2016 07:33:08", "content": "Thanks toshi_k and JohnM.. I saw the first one, but was looking for an answer from the bosch guys. The second link is new to me.. It does look interesting, thanks guys.
", "rawMarkdown": "Thanks toshi_k and JohnM.. I saw the first one, but was looking for an answer from the bosch guys. The second link is new to me.. It does look interesting, thanks guys.", "votes": null } ], "comments": [ { "id": 137122, "author_name": "toshik", "author_url": "", "post_date": "09/28/2016 12:49:08", "content": "Hi Anand Jeyahar,
\n\nThey are not described and some kagglers guess about them.
\n\nYour question 1 is descussed in here.
\nhttps://www.kaggle.com/c/bosch-production-line-performance/forums/t/23590/classify-parts-a-single-assembly-or-multiple-assemblies/135406
\nJohnM wrote script to address the question whether or not they are assembling a single product.
Your question 2 is descussed in here.
\nhttps://www.kaggle.com/c/bosch-production-line-performance/forums/t/23135/questions-about-categorical-csv/132849#post132849
\nInversion's guess is they are defect categories. T1 = Surface Defect, T16 = Surface Defect : Scratch ...
toshi-k - nice to know someone saw that script!
\n\nAnand - you might also search this forum and the kernels for 'visualization' and 'exploration'. There are several good examples out there.
", "votes": null, "replies": [] }, { "id": 137191, "author_name": "anandjeyahar", "author_url": "", "post_date": "09/29/2016 07:33:08", "content": "Thanks toshi_k and JohnM.. I saw the first one, but was looking for an answer from the bosch guys. The second link is new to me.. It does look interesting, thanks guys.
", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "137107": "Here are a few questions that seem ambiguous from the description:\r\n \r\n\r\n 1. Is each line dedicated to a different product? a, If not, then are\r\n all these data are of a single product mass-manufactured multiple\r\n times, following different assembly line process each time? \r\n\r\n 1. What do the Category values mean? I see \"T1\" in some places \"T2\"\r\n somewhere else, and even numbers in a few cases. Should we assume\r\n it's a True/False and anything present means True?", "137122": "Hi Anand Jeyahar,\r\n\r\nThey are not described and some kagglers guess about them.\r\n\r\nYour question 1 is descussed in here.