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Rajat Jain
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Rajat Jain's Discussions

Temporal sequence analysis

Started this discussion. Last reply by James Theobald Jun 29. 1 Reply

I have a set of alarm codes which are occuring over many days that finally lead to a failure. Is there any algorithm which can take in the complete sequence of alarm codes along with the timestamp to…Continue

Tags: python, algorithm, R, temporal, analysis

Market Basket Analysis

Started this discussion. Last reply by lakshmi yarlagadda Jul 13. 4 Replies

I am trying to find a group of set of alarms which lead to a failure and following apriori algorithm for it. I have a small dataset which comprises of 70 failure units and 750 healthy units. I am…Continue

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Latest Activity

lakshmi yarlagadda replied to Rajat Jain's discussion Market Basket Analysis
"Hai, Thanks for sharing your knowledge. As i am not much Familiar about this one. But, I am having some knowledge about this and i want to share with you. As Rajat Jain said, I also used Alteryx for it. I got the solution for Problem…"
Jul 13
Vincent Granville liked Rajat Jain's discussion Temporal sequence analysis
Jun 30
James Theobald replied to Rajat Jain's discussion Temporal sequence analysis
"Sequence Based Classification for Predictive Maintenance ? Authors: Julio Martinez, Christianne Dennison, Zhengyi Lian A study on predictive maintenance of vehicles.  I'm not sure it will help or not."
Jun 29
Rajat Jain posted a discussion

Temporal sequence analysis

I have a set of alarm codes which are occuring over many days that finally lead to a failure. Is there any algorithm which can take in the complete sequence of alarm codes along with the timestamp to generate a pattern leading to failure?See More
Jun 24
Tim Matteson liked Rajat Jain's discussion Market Basket Analysis
Jun 12
Jishnu Bhattacharya replied to Rajat Jain's discussion Market Basket Analysis
"Simple support Low and Confidence high !! After this step prune rules with rhs refers to fault."
Jun 7
Rajat Jain replied to Rajat Jain's discussion Market Basket Analysis
"Thanks, I am using alteryx for it and using association rules i am trying to find out the rules for the problem statement. I have kept my support as low as possible but if i am keeping my support and confidence extremely low say 1 percent each,…"
Jun 7
Jishnu Bhattacharya replied to Rajat Jain's discussion Market Basket Analysis
" A general approch would be use the alarm data as sequential data and use sequential data mining algos to find rules. Fault related alarms would be very less in percentage terms in the database of alarms so you may have to reduce support value…"
Jun 7
Rajat Jain's discussion was featured

Market Basket Analysis

I am trying to find a group of set of alarms which lead to a failure and following apriori algorithm for it. I have a small dataset which comprises of 70 failure units and 750 healthy units. I am trying to take a standard 2 percent of support and 0.75 of confidence as a starter to get LHS - > { failure}however no relations appear.How do we need to set our support, confidence and lift when we don't get the desired relation?See More
Jun 7
Rajat Jain posted a discussion

Market Basket Analysis

I am trying to find a group of set of alarms which lead to a failure and following apriori algorithm for it. I have a small dataset which comprises of 70 failure units and 750 healthy units. I am trying to take a standard 2 percent of support and 0.75 of confidence as a starter to get LHS - > { failure}however no relations appear.How do we need to set our support, confidence and lift when we don't get the desired relation?See More
Jun 7

Profile Information

Field of Expertise
Data Science, Machine Learning
Professional Status
Executive
Years of Experience:
4
Your Job Title:
data scientist
Interests:
Contributing, Finding a new position

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