1. Frequent Pattern (FP) Growth Algorithm Association Rule Mining Solved Example by Mahesh Huddar

[@MaheshHuddar]

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[@shraddhabhandurge665]

thank you sir!!! no where else FP algorithm example is explained so so so easily... Great job sir

[@MaheshHuddar]

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[@shraddhabhandurge665]

@@MaheshHuddar yesss already done

[@cesarmtz1992]

If I would have just watched this video sooner it would have saved me lots of time. Great explanation!

[@mubasharmalik1482]

01:11 Applying frequent pattern growth algorithm to find frequent item sets and association rules 02:22 Finding the frequency of items and identifying frequent item sets 03:33 Identifying ordered item sets from frequent pattern sets 04:44 Build a try data structure to represent ordered item sets. 05:55 Path analysis of nodes 07:06 Conditional pattern basis and frequent pattern tree are derived. 08:17 Frequent patterns and rules generation 09:28 Generate association rules using frequent pattern growth algorithm

[@abusalehaligh.2745]

Thank you so much, man! Very precise and direct to the point !

[@MaheshHuddar]

Welcome

[@nas8r567]

Sir kindly make a video with calculating confidence. Thank you.

[@lokeshwaraachari6781]

simple and clear explanation......Thanks a lot

[@MaheshHuddar]

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[@sriramvenkata8380]

Great explanation! Useful video.

[@MaheshHuddar]

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[@isaacfernandez2243]

Mahesh. Thank you, greetings from Mexico.

[@MaheshHuddar]

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[@vandanthakar7076]

Is Mahesh your friend or son? Call him by sir not just by name😒

[@khalidal-reemi3361]

Clear Explanation Liked 👍

[@MaheshHuddar]

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[@Saawan74848]

concept is clear thankyou for that , but you missed 1 o (count of o is 4) 😅

[@MaheshHuddar]

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[@harsha1_022-n1p]

yes count of o is 4

[@prathmeshpawar5579]

Our College Professor tooks 2 hrs to teach same problem in class , still 90% students didn't understood But your 9 Min video can !!!!!!

[@me_love_seeker]

Atleast he teached this to u guyz ... our teacher didnt even take it into consideration 😂

[@tasneemudaipurwala7576]

What's the meaning o =4 or o =3 ??

[@YuvrajSinghKiraula]

Amazing Explaination Thanks a lot ✨

[@MaheshHuddar]

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[@ADEL0757]

يا راجل يسعد ام الهند يا شيخ شكراً وربي ❤️

[@eminkazdaloglu7404]

Clearly explained!

[@jataamma99]

Clearly understand to fp growth thanks sir

[@MaheshHuddar]

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[@iniyaviji2796]

Sir thank you very much sir.god bless you sir

[@MaheshHuddar]

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[@chinnumammu-d5m]

thank you sir.. good explaination.

[@amrutasonone8117]

Thankyou sir very well explained✨

[@MaheshHuddar]

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[@spartanxsnipz4000]

Sir what to do if there is no common in frequent pattern base..!!??

[@chokilau4438]

best description I found in fp tree thank you

[@MaheshHuddar]

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[@NightcoreAsuna_music]

You are the Indien 'Daniel Jung'. Love you, sir

[@MaheshHuddar]

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[@syedmnomanakhtar6539]

Everything you explained it was clear and understood just one clarification if anyone can help how can I find the confidence, is it the same method we use in Apriori?

[@achilles5782]

yepp, its the same method as we use in apriori

[@syedmnomanakhtar6539]

@@achilles5782 Thanks 👍

[@satyendrasinghyadav]

best explanation sir

[@vgreddysaragada]

well explained ..Thank you..

[@MaheshHuddar]

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[@praveenkumar-sq6rh]

Very nice explanation sir. I like the video

[@MaheshHuddar]

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[@rajbirvolk6517]

Great explanation! Do Apriori and FP growth always generate same results?

[@prjt7118]

yes, they are just different methods

[@karenvasquez774]

Thank you so much, excellent explanation

[@MaheshHuddar]

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[@BeYd693]

bro you are a legend

[@nikhilchoudhari5259]

Nice explanation

[@chandankhuntia7017]

beautifully explained❤

[@MaheshHuddar]

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[@刘筱-n4p]

thank you so much, it's very clear!

[@MaheshHuddar]

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[@md.forkanhossain1009]

Sir item ''O" is 4 times but here you wrote 3. Is it typing mistake ?

[@amritanshukrsingh5021]

O is twice in the same line so it will be counted as 1.

[@mrsmile1387]

count the items o how many times they occur in a transition

[@Chethak_poojar]

It's correct right we should consider one in line right!!

[@Rock_Mano]

He already said that......

[@Tharunsharma66]

Yes he wrote a mistake there and he said that here is 4 but they wrote 3 by mistake

[@ChandanG94805]

Amazing bro

[@MaheshHuddar]

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[@owlmanac]

you save lives

[@MaheshHuddar]

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[@robotsj2775]

A week of my college lectures explained in 10mins

[@MaheshHuddar]

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[@itsachew]

0:53 How can you determine the minimum support is 3?

[@atlanarsimhareddy1477]

Given in the question

[@vandanthakar7076]

Stupid question😊

[@vineela_shebakondru2950]

Clear explanation 👌

[@SVarshini-jc1tr]

Thank you sir🙏🙏🙏🙏

[@shahariarsarkar3433]

Sir, Your video is very helpful. Could we get the notes of this course please?

[@MaheshHuddar]

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[@shahariarsarkar3433]

@@MaheshHuddar Could I get the notes of this course?

[@BhagatBhutale..]

Video is useful

[@pidikitisharmila3000]

It is the best I have ever seen

[@surjithmani3894]

In last or ?

[@srinathcandy1388]

It is very useful

[@vivekayadi9299]

Thankyou

[@md.nazrulislam6739]

How you identified minimum support = 3, I do not understood that part. Can you pls explain ?

[@shaikmoosa7065]

it will be provided in question

[@saijujjuri3482]

SUPER

[@MaheshHuddar]

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[@linhngovan7019]

so good, big thanks

[@MaheshHuddar]

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[@user-cx9ly8ho3r]

Sir wat we will do if no any min support is given.. Last time it was not given and we should take randomly

[@arjunsherpa3826]

if no any min support count is not given then there should be given min support % value then we can calculate from it..

[@badshahchannel2175]

Transactional Patterns in data mining??? is it same as fp

[@queenalam5460]

How are you taking the value for min. support? Is it just any assumed value or there is some method to calculate it?

[@MaheshHuddar]

Minimum support will be given as a part of problem definition

[@queenalam5460]

@@MaheshHuddar ohk... Thank you

[@saipowerstar9888]

​@@queenalam5460nuvu mca students ha

[@منةالرحمن]

Whould y provide the code to apply that on graphs (pytorch geometric) please

[@lakshmankumar6336]

If minimum support not given what will we do sir please 🙏 tell me sir

[@MaheshHuddar]

Assume and solve

[@krishnapalpanwar8280]

Thanks man!

[@MaheshHuddar]

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[@phanirajvempati5876]

thanks a lot sir

[@MaheshHuddar]

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[@aakanksharajput6250]

AMAZING!

[@MaheshHuddar]

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[@merigavedardhi6051]

O =4 sir

[@devikasathyan1333]

i also have the same doubt

[@AbhishekPatel-ib6zg]

Yeah but in one transaction duplicates are not allowed

[@AbhishekPatel-ib6zg]

So in T5 only 1 O is considered

[@mbnmhn109]

Thank u so much 😭🙏🏻

[@MaheshHuddar]

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[@Jvicky12345]

Thank you sir

[@sushilwagh1139]

Thank you

[@gengatharans7241]

sir o=4 but u put o=3 wat was the reason sir?

[@dionisius4619]

because in FIM, duplicate are not allowed in the same transaction

[@codewithkhushi8083]

thank you :)

[@MaheshHuddar]

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[@Rohithkumar-fw8zg]

Thank u sir

[@MaheshHuddar]

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[@misterdemeanor]

Thank you for this

[@TharunisAI]

Sir after finding frequent pattern we have to find association rules....Is association rules generated by FP growth tree is similar to apriori?? I get 3 strong association rules in apriori but in FP growth I get 8 strong association rules!

[@223_vishaldhabuwala4]

no .it should be the same

[@tarkcanavar2726]

LIFE SAVER

[@MaheshHuddar]

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[@saisilpabijjala7046]

Too good

[@BayyaRohitha]

I did not understand the last table can anyone please explain my exam is within 3 days

[@balupathakokila4446]

Yes

[@sezohessen7485]

Item E generate -> {E,K:4} not {E,K:3}

[@223_vishaldhabuwala4]

he told that in explaination

[@gowtham8330]

Hello sir

[@59_sanjeevkumar94]

👍👍

[@fatimaiqra2169]

very easy and to the point explanation .....thanks👍

[@MaheshHuddar]

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[@dinatjahanmilitasnim4614]

Thanks a lot

[@MaheshHuddar]

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[@MRPTrader7]

Thanks sir.

[@MaheshHuddar]

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