K-Nearest Neighbor Classification ll KNN Classification Explained with Solved Example in Hindi

Myself Shridhar Mankar a Engineer l CZcamsr l Educational Blogger l Educator l Podcaster.
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[@amritsharmapoudel959]

Because of your videos, my professor said: 7:11. Thank you so much!

[@ShaidaMuhammad]

hahahha Good

[@Sandeshhbarshikar]

gooood

[@vandangorade6738]

Nice one!👍

[@basantverma2971]

Hahahhahahahhaha...😆😆

[@ashutoshmore2546]

Hillarious ...

[@DarlingHiroXX]

if someone like myself is thinking how to find the value of k, so here it is:
K should be the square root of n (number of data points in the training dataset).
K should be chosen as the odd so that there are no ties. If the square root is even, then add or subtract 1 to it.

[@paramatrix8813]

Thanks man

[@aryanvimalejantkar5974]

thanks bro

[@ritikarai1232]

Thank u so much sir...aap wo concept 5 min clear krdete ho jo hamare teachers pure semester me nhi kr pate

[@krishnamohanverma4984]

Has anyone noticed that we can directly conclude pass from the second row of the given data :D BTW Nice explanation

[@haiderwains3791]

yes we can conclude from the 2nd row but if data set is large then difficult to conclude.Thanks

[@alphagamma7662]

No we can't because we need to see CS marks too

[@pratikgt3724]

​@@alphagamma7662 its 8 more than 7, so technically he is passed 🤟😂

[@vaibhavmoharkar2349]

But it is not for us.
It is for computer?
Is it computer has brain like you?

[@SATHISCAT1]

Sir , Great explanation , thanks a lot , am having zero knowledge on this,but learnt because of you

[@puranjanprithu6337]

thought my 2nd name was complicated to spell

[@RaghavSharma-ei9hg]

Thank you very much Sir! i am a student of you but still saying Sirji aapke method of Teaching mein Quality, Effectiveness aur Time Efficiency teeno hai. Aapke Efforts ke liye bahot bahot Dhanyavad.

[@tejapanatula]

Thanku sir we are very fortunate to have this CZcams channel as well as your way of teaching and skills got to you

[@toieyat1955]

You are such a good explanator! Very well explained

[@jo-ti]

It was really very helpful for me. Your way of teaching is really very good.

[@kanishktantia2388]

Hi , angel Priya

[@mohdaquib8410]

Hey fake girl

[@asfandyaarkhan2068]

Brother Thank you so much ! All concepts cleared

[@Flowereacer89]

Sir, this is high quality stuff.

[@omkarsurlakar3829]

The bestest channel for last minute preparations in machine learning 💯💯💯

[@abhisheksaxena200]

This is good. Can you tell me how to calculate distance if the indicator variables are numerical and categorical. For e.g P1={4,6,f,8,v} & P2={8,2,y,7,p}

[@pratikgt3724]

You need to convert all those categories into numbers like if you have 3 categories v,p,y so it will be converted into 0,1,2. So all the v's in data will get converted to 0, p's to 1 and so on 🤟

[@gauravverma8974]

Amazing sir , really understood the concept just in 5 min

[@bibekanandabhattacharjee952]

Thank you , very very much.
मैंने कितना वीडियो देखा पर यह सबसे अच्छा हैं.
Please also tell how to choose or select "K".

[@adityajoshi1606]

thank you so much for creating such videos i am passing my exams just because of you god bless

[@syedshasuheb709]

Really helpful for exam preparation within a short span of time ,thank u for ur effort sir🤩🤩🤩

[@-AbontyChowdhury]

Thanks a lot sir. Am from Bangladesh and thankful for video.

[@aliasghar2443]

Love the pace of your videos, I was finally able to watch a video in which the instructor maintained his pace and I could skip through and understand everything

[@sougatasen3691]

Easiest explanation ever.

[@hajramustafa6794]

Thank you so much Sir, it's my best channel ever😇

[@parikshitraghav7543]

Bhai I just love your style and effort. Awesome video bro.

[@MDSHARIFUDDIN-fs9pm]

Thank you very much i cleared many topics because of you .hope my exam goes well.

[@JackCoderr]

You are more than a teacher , a magicial ,,, thank you so much sir

[@aarohidave1631]

Thanks sir paper aacha gaya aapki vagase!!!!🙏🙏🙏

[@patelhemangini5679]

kal meri machine learning ki exam hai or aaj mevideos dekh rhi apke it helpss alot sir thank you so much!!!!!

[@tojodebnath6626]

Pass ho gya?

[@hiteshvarmap6210]

hi brother. good videos, could you make a video explaining svm ?

[@samvedna7153]

I have few questions
1. Why did you take k=3
2. Why wasn't 3.16 considered nearest to 3
3. Had we set k=2 and result as 1 Fail and 1 Pass, what would have been the conclusion?

[@kartikchoudhary6195]

1. K is the number of nearest neighbours that have to be acknowledged. K is provided in the question usually.
2. 3 is not the comparison value. That is just the number of neighbours you have to figure out. you have to compare the values to zero. Consider x to be on the origin and you are figuring out the distances of it's nearest neighbours.
3. k=2 here will give two pass. If it was one pass and one fail then you would have to consider one more neighbour to give you some probable answer.

[@dhanashripawar2354]

@@kartikchoudhary6195 thankyou for the 3rd point 👍🏻

[@019_deepdas2]

@@kartikchoudhary6195 If the number of pass fail is equal and there is no more neighbour then what will be the answer ?

[@samiishah]

@@019_deepdas2 That just means the question didn't choose an appropriate value of k. It will have to be adjusted to include less or more neighbors to consider. I don't think an exam would include such a question unless they want you to explain what should be done to remedy this.

[@vishaladithya9703]

k should be taken as odd number only

[@vaibhavsinghal1778]

Bhai case based reasoning par big bana de ek video......exam hai pls

[@siddharthavchat201]

best channel to study at last night ....Thank you !!

[@mdsohrabakhtaremam9555]

Greate sir learn so much within less tjme

[@pritomdas6215]

wah..keya simple explanation sir...aap kamal kah teacher ho

[@rishabhgupta9617]

Awesome explaination of algo in short time, great video sir!!👍

[@shubhashishmishra3592]

Awesome explanation.....very simple and easy yet effective.....great job...:)

[@sarvanikandukuri7800]

Sir, you explained the whole concept in an easy way. Thank you so much!

[@themaryamm_]

aghr duno yes ho jain or duno no to kon saw choose krain jaisy k ki value 4 h to tie a jay to kya krian gay

[@varunroy2021]

kdk explaination sir.....Its really the 5 minute engineering.....

[@sarthak_parashar]

Tomorrow is my exam and your short Video are really helpful ❤

[@vaishalisalunkhe6536]

Thanks for this video......your teaching method is toooooo good please give also another example of this point

[@222noor5]

Thank you so much for save my time sir

[@madhugarg7499]

Another awesome video...Thanks
What if the Pass Probability = Fail Probability ?

[@vivektomar4208]

Go for anyone

[@pratikgt3724]

That is the reason we should take k an odd number, so that you'll never endup getting a tie

[@pratikgt3724]

​@@vivektomar4208 that would be a biased result

[@choudaryzeeshan9118]

I am very happy sir
This topic very help my final exam

[@AI-implementation]

Its very Cleared and in short thanks a lot

[@WahidMuradChitrali2018]

Zabr10 Explanation is real good

[@Shanza-xd5wq]

very well explained thank you sir

[@22gauravkumar70]

important observation
1. if k is not given in the question , always take k as a odd number to avoid tie.
2. for guessing take square root of n , and if it comes out to be a even number , then add or subtract +1 .

[@tusharnigam3917]

Great teaching Sir Ji, keep it up & GOD blessed Uhhh😃👌✌🤟👍👏

[@tanuchaudhary245]

such a good explanation, Thank you so much!!

[@teenfu_animotion]

hamare coaching centre vale sir aapke videos dekte aur hume padate hain, aapke example ka screenshot lete hain aur itne ache se explain tak nahi kiya.

[@MohitGupta-gm1uo]

Sirji thank a lot

[@ourworld143]

Sir u are dam amazing trust me.. the way u explain topics in so amazing and wonderful..🔥🔥🔥🌟⭐

[@reactor2208]

Super this is how you teach no jargons; thanks

[@abhirajjondhale4948]

Congratulations Bhai Pass hogaya, ab mai bhi yeh vimdeo dekh ke paas ho jaunga 😼

[@maxymax686]

Very nice way of teaching sir!!

[@sanskrutichavan3580]

u explained very well sir , thank you so much !

[@bebis6363]

TQ so much sir for your good clarification

[@MayurKapadnis-pn4nk]

Excellent explaination. thank you sir🙏🙏

[@sayantanghosh6714]

Very nice explanation. Thank you!

[@rishikeshsawant7322]

bhai bhot mast short and sweet explain kiyay....

[@rensraks2007]

You are Just brilliant!!! Amazing explanation

[@flyarnav]

Kya teacher hai 🙌🏼

[@ExcelLearn]

Very nice and clear explanation, thank you so much Sir.

[@babrawaris5193]

Very well explained sir

[@thisisbhum2271]

Can anybody explain that how the actual algorithm works becoz everyone teachs about problems but not on algorithms😑

[@Starman5771]

😂😂

[@digvijaythorat4030]

Clearly Explanation....

[@deepakvyas3833]

Your all videos in ML are good. For this particular one you have not explain that to have decision we must always K as ODD number and how to arrive at best K value , also what if the label is numeric instead of boolean.

[@vivektomar4208]

We use odd values for k just to avoid tie situation and there is no hard & fast rule for finding value of k and it can be taken experimentally. Few methods are there like elbow method etc

[@vipinrajpoot6688]

Very good explanation.

[@fatimaiqra2169]

thanks for saving time.

[@TheSocialDrone]

You nailed it, thank you!

[@zahid_9217]

Finally I got it after coming from the previous semester.

[@piyushkumar8470]

Thank you so much sir for your assistance..

[@parwaagrawal]

Great Explaination

[@sahilmusicsss]

you are the BEST SIR

[@sadiabatool2690]

Sir your Vedio was fantastic

[@kishanbhise4733]

very well explained sir

[@pradnya362]

Thanks u sir... Also make videos on Theory of computation...

[@tanubadola1525]

Very well explained. 😊
Thankyou

[@snehaldivekar2294]

We likes your all videos... We require haversine algorithm with simple example.. Please request you to make it for us..

[@vaibhavmohite468]

Nice Explanation

[@rabi11007]

you save my day

[@muhammadwaqas2000]

very good sir

[@tech8317]

Very well explained. Thank You :)

[@rishibhardwaj398]

Very well explained.......Keep it up.

[@logixquest6710]

Awesome explanation thanks alot sir! 👌

[@rohandhameja7525]

Thank you sir for this videos🎉

[@opinion_poll]

Very helpful, subscribed for your help

[@omsavitrupophali5112]

extremely good teaching

[@kanchanpathak9752]

Wow! Amazing explanation!

[@user-kp5cw7on9j]

very good explanation

[@digvijaysingh6723]

what if k is equal to 4 and we get 2 pass and 2 fail from euclidean distance

[@dipeshdagar8184]

😇😇😇 NICE EXPLAINATION

[@chinmaymathur2430]

why we have selected 3 why not 2 or any even number?
OR SIRF EK EXAMPLE SE KYA HOGA

[@malikasif8029]

Excellent sir. Please also make practical with python..............

[@nomanmalik677]

wow, it's like you gotta kidding with me, jsy sir g ap ny hr chz explain ki mza a gya, thanks a lot sir

[@priyaphapale5181]

You are the best.

[@Hermioneswand1]

Thank you so much 🙏🙏🙏

[@VijayKumar-pd8mu]

Excellent explanation, Bro!
you have good command over the concept.

[@sandipdas1378]

Thank you so much sir 🙏💐😊

[@5858harsh]

Thanks

[@pandharpurkar_]

Thank you Brother!! Are u mechanical Engg. Background?