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@SimplilearnOfficial3 жыл бұрын
We hope this video was useful. The link for the dataset used in the video is provided in the description. Thanks!
@lihang74085 жыл бұрын
Like the demonstration and visualizations. Simple and Clear. The Entropy formula of getting 0.57, I believe is using log base of 10. I tried log base 2 got around 1.91. Thanks for the Video
@SimplilearnOfficial5 жыл бұрын
Hi Li, thank you for appreciating our work. We are glad to have helped. Do check out our other tutorial videos and subscribe to us to stay connected. Cheers :)
@kumarsaurabh75622 жыл бұрын
I guess you should add minus sign before the entropy formula.
@SimplilearnOfficial2 жыл бұрын
Thanks for watching our video and sharing your thoughts. Do subscribe to our channel and stay tuned for more. Cheers!
@albinchacko88223 жыл бұрын
This tutorial was precise and clear. I loved it. Thank you.
@SimplilearnOfficial3 жыл бұрын
Glad it was helpful!
@rzipper17165 жыл бұрын
Nicely done ! You have a like and a new subscriber.
@SimplilearnOfficial5 жыл бұрын
Woohoo! We are glad to hear it and we welcome you to our community! Do check out our other videos and stay tuned!
@cinaralima6035 Жыл бұрын
thank you, really liked how you brake down each step to understand how the code works. Thanks
@SimplilearnOfficial Жыл бұрын
Thank you for choosing us as your learning partner. We are thrilled to hear that you enjoyed your experience with us! If you are looking to expand your knowledge further, we invite you to explore our other courses in the description box.
@raja.57 Жыл бұрын
I really amazed when i did not find good content and the last moment to quit, I hit upon a plan like thirsty crow and I search "Simplilearn" to satisfy my soul and knowledge . Really Appreciatable Efforts and carry on till last moment
@SimplilearnOfficial Жыл бұрын
We're so glad that you enjoyed your time learning with us! If you're interested in continuing your education and developing new skills, take a look at our course offerings in the description box. We're confident that you'll find something that piques your interest!
@olashoretijesunimi60393 жыл бұрын
Well explained. Enjoyed and got to understand decision trees better. God bless you all!
@SimplilearnOfficial3 жыл бұрын
Glad it was helpful!
@DJSHIM124 жыл бұрын
My question, the model is good and I understand what you have done. However as a newbie, how can I actually see the tree instead of seeing just accuracy scores everywhere if you understand what I am trying to say. As in, is there any way I can actually visualise the graph? Also how can I append my Y predictions to whether the person will be approved a loan to my original dataset? I am seeing everywhere people doing the usual sci-kit learn train test, modelling predictions and checking of the accuracy, but I don't see anywhere of people actually inputting one row of the data and seeing whether the person should be approved of a loan or not. Are you able to help me on this? I can pm my email if needed.
@Basketstyler20115 жыл бұрын
Hey there, I tried to recalculate the entropy (12:45) and inserted the data in an online calculator as well as my personal calculator.. unfortunately, me and the online calc get an another result as you present in the video (1.905) with the exact same data using the same formula. So.. are you sure about the result??
@akanekawahara18055 жыл бұрын
He calculated them based on log10, would make no difference as long as in the last leafs it becomes 0 with any logarithm base
@ariap96974 жыл бұрын
Just Woooow,the way you teach , simple and perfect!
@SimplilearnOfficial4 жыл бұрын
WooHoo! We are so happy you love our videos. Please do keep checking back in. We put up new videos every week on all your favorite topics. Whenever you have the time, you must also check out our blog page @simplilearn.com and tell us what you think. Have a good day!
@rajamoorthy1969 Жыл бұрын
Excellent tutorial on Decision Tree Classifier. Thanks a ton. It was awesome.
@johnread34185 жыл бұрын
Hello. Nice explanation. Could you please send along the data set you used for the Use Case? Also, I have a couple questions about the disadvantages of a decision tree. You say that the decision tree is high variance and low bias (at 9:02 minutes into the presentation). #1. I am not sure why low bias is a disadvantage. Why is that? #2. I assume that the closer the decision tree gets to zero entropy (i.e. each leaf contains only one class of data), the higher the variance and the lower the bias. Is that correct? #3. I guess that the art of building a decision tree is finding the best sequence of splitting criteria to employ, and knowing when to stop splitting. I guess you can always continue to split until you reach zero entropy, but toward the end of that process you are just learning noise (overfitting). I assume that choosing the "best" sequence of splitting criteria essentially determines how soon you start learning noise. Please comment on these three questions if you would. Thanks
@guhanathanprathish97044 жыл бұрын
wow man.. its been a awesome session to learn a decision tree as simple as possible 👏👏👏👌
@SimplilearnOfficial4 жыл бұрын
Glad to hear that!
@guhanathanprathish97044 жыл бұрын
kindly share this dataset to this gmail id : guhanathan05@gmail.com
@SimplilearnOfficial3 жыл бұрын
Sent!
@csorex23764 жыл бұрын
Awesome tutorial. Simple and Clear explanations.
@SimplilearnOfficial4 жыл бұрын
Hey Ella, thank you for watching our video. We are glad that you liked our video. Do subscribe and stay connected with us. Cheers :)
@jjmondal2 жыл бұрын
15:10 from sklearn.model_selection import train_test_split
@SimplilearnOfficial2 жыл бұрын
Keep learning with us .Stay connected with our channel and team :) . Do subscribe the channel for more updates : )
@hamzawi27525 жыл бұрын
Let me say thank you so much for this huge valuable work. It is so easy, you are a professional teacher.
@SimplilearnOfficial5 жыл бұрын
Hey Hamzawi, thank you for appreciating our work. We are glad to have helped. Do check out our other tutorial videos and subscribe to us to stay connected. Cheers :)
@556west2 жыл бұрын
Thanks a lot for this video tutorial !!
@SimplilearnOfficial2 жыл бұрын
Glad that you chose us on your learning journey Pablo. Cheers!
@tapasilhazarika42885 жыл бұрын
Awesome tutorials by Simplilearn. I am a learner right now, and you guys are helping me a lot. Thanks a ton. Would request for the data set to practice.
@tapasilhazarika42885 жыл бұрын
Please send the data set to my mail id: tapasilh@gmail.com
@SimplilearnOfficial5 жыл бұрын
Hi Tapasil, we are so happy you love our videos. We have sent the requested dataset to your mail ID. Do support us by subscribing to the channel and also by giving a thumbs up to our videos. Thanks. Please do keep checking back in.
@Aaziz965 жыл бұрын
Helped me so much for my machine learning project1!!11 Thank you so much!
@SimplilearnOfficial5 жыл бұрын
Hey Abdul, thank you for appreciating our work. We are glad to have helped. Do check out our other tutorial videos and subscribe to us to stay connected. Cheers :)
@pphot16 жыл бұрын
Thank You! I received all the required data sets.
@SimplilearnOfficial6 жыл бұрын
Thanks Prabir :). Subscribe to our channel and get our new video updates directly into your email. If you have any questions related to these videos, you can post in the comments section, we will clear your queries/doubts.
@gautam49415 жыл бұрын
Good Examply. Kindly send the data set. 1) Please, Explain Arguments like criterion, random state, max depth, min simples leaf. In more depth. 2) Please, show how to the diagram o final decision tree after prediction in Detail.
@SimplilearnOfficial5 жыл бұрын
Hello Gautam, thanks for viewing our tutorial and we hope it is helpful. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly.
@kabuki-kai19005 жыл бұрын
This is a great video, but I have a couple of questions. 1.) I understand that your model is ~94% accurate, but what "is" the model? 2.) How would a bank use it? Is it a formula that they plug numbers into, or is it a series of questions they ask to lead them to the answer?
@taritroghoshal82325 жыл бұрын
The decision tree classifier is the model where the maximum depth and minimum leaf node parameters were set by the user. A bank can use a similar CSV file that is given as input in this video with all the information and feed it to such a model to get predictions.
@SimplilearnOfficial5 жыл бұрын
Hi Taritro, thanks for your input! Cheers!
@SimplilearnOfficial5 жыл бұрын
By model, we mean an algorithm( decision tree in our case) that has been trained with the relevant data. The bank uses similar data as is used for training to predict if the customer will repay the loan or not.
@jenniferaduwo66355 жыл бұрын
Great explanation, simple to understand thank you!!!
@SimplilearnOfficial5 жыл бұрын
Greetings! Thank you for your kind words. Spread the word by liking, sharing and subscribing to our channel! Cheers :).
@sathikhatun53133 жыл бұрын
Thanks
@SimplilearnOfficial3 жыл бұрын
Welcome!
@bijoyabakali48223 жыл бұрын
Is there any link to see after we have trained the decision tree , how the model will run for another set of raw data? Such as, for the training, the result is provided in excel sheet but if it is not provided how the trained decision tree will predict?
@gunjanturkar61503 жыл бұрын
Your videos are amazing! Could you please give me the dataset?
@lagatrupo29512 жыл бұрын
Very clear tutorial.Can I please get a copy of the dataset used for the tutorial?
@SimplilearnOfficial2 жыл бұрын
Hello, thanks for viewing our tutorial. You can find your requested dataset in the video description. Hope that helps.
@FabriceMillion3 жыл бұрын
Thanks so much for that excellent video, everything is so clear
@SimplilearnOfficial3 жыл бұрын
Glad it was helpful! Thank you for watching!
@discerningacumen5 жыл бұрын
Thanks for you clear explanation about what is decision tree. Is it mandatory to learn python language in order to more understand ML? What I only know and am comfortable with are Swift / C/ C++/ Obj-C.
@Hari-xr7ob5 жыл бұрын
Great job on the video! Just a very minor language correction. It should read affected and not effected on "Advantages of Decision Tree"s slide
@SimplilearnOfficial5 жыл бұрын
Hi Hari, thanks for appreciating our work and pointing our mistake as well. We have forwarded this to the relevant department. Do support us by subscribing to our channel and hitting the like button. Cheers!
@sahayaajay76845 жыл бұрын
@simplilearn Already you import tree for decision tree classifier. Then why could you import tree again in the last line
@sego25022 жыл бұрын
Good work guys Could you please provide me the dataset?
@SimplilearnOfficial2 жыл бұрын
Hello, thanks for viewing our tutorial. You can find your requested dataset in the video description. Hope that helps.
@aishasiddiquadabeer51435 жыл бұрын
Thank you Simplilearn team for the clear explanation. Can you please provide the dataset and the python notebook used in the video?
@SimplilearnOfficial5 жыл бұрын
Hello Aisha, thanks for viewing our tutorial and we hope it is helpful. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly.
@sahayaajay76845 жыл бұрын
Thanks for your video.Keep going on
@SimplilearnOfficial5 жыл бұрын
Hey Sahaya, thank you for watching our video. We are glad that you liked our video. Do subscribe and stay connected with us. Cheers :)
@khadarbasha20126 жыл бұрын
Thanks for your Video tutorial, It could be good enough if you plot and visualize them to make understand better
@SimplilearnOfficial6 жыл бұрын
Hey Khadar, thank you for watching our video and for the honest feedback. We will definitely look into this. Do subscribe, like and share to stay connected with us. Cheers :)
@partialtransmission58154 жыл бұрын
Thanks for the video. The big-game hunter/poacher example can be replaced.
@SimplilearnOfficial4 жыл бұрын
Thanks for the suggetion!
@reddaiahbn91545 жыл бұрын
Dear Simplilearn, nice video about Decision Tree algorithm. can you please share the data and code ?
@SimplilearnOfficial5 жыл бұрын
Hi, thanks for the kind comment. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly. On the off chance that you need your email ID to be kept hidden from others, we can do that also. Hope that helps.
@reddaiahbn91545 жыл бұрын
invinciblereddaiah@gmail.com
@SimplilearnOfficial5 жыл бұрын
Hi, thanks for sending us your email ID. We have sent the requested dataset to your mail ID. Like and share our video with your peers and also do not forget to subscribe to our channel for not missing video updates. We will be coming up with more such videos. Cheers!
@dorponthemirror69815 жыл бұрын
@@SimplilearnOfficial May I have data_2.csv file and code, sir? My email: akhlak.ashik@gmail.com
@SimplilearnOfficial5 жыл бұрын
Hi Akhlak, thanks for sending us your email ID. We have sent the requested dataset to your mail ID. Like and share our video with your peers and also do not forget to subscribe to our channel for not missing video updates. We will be coming up with more such videos. Cheers!
@AnshumanDVD4 жыл бұрын
very very well explained, but it goes incomplete without decision tree graph to be explained with criteria for the loan_example
@SimplilearnOfficial4 жыл бұрын
Thanks Anshuman for pointing that out. We will definitely pass this to the concerned team. Thanks.
@kamranabbasi67573 жыл бұрын
You shoud have dropped 'House Number' from the data frame as it won't effect whether someone will pay the loan or not...
@SimplilearnOfficial3 жыл бұрын
Thanks for watching our video and sharing your thoughts. Do subscribe to our channel and stay tuned for more. Cheers!
@ragurajan75675 жыл бұрын
Very great video. Why was the tree function imported but it wasnt used anywhere?
@Ali-1A2952 жыл бұрын
Thank you for this useful video , Can you send to me the database , that you used please
@SimplilearnOfficial2 жыл бұрын
Hello, thanks for viewing our tutorial. You can find your requested dataset in the video description. Hope that helps.
@ayoolaoyekanmi9395 жыл бұрын
Thank you for this...
@SimplilearnOfficial5 жыл бұрын
Hey Ayoola, we're glad you enjoyed this video! If you want to learn more, you can check out this playlist: kzfaq.info/get/bejne/q9Gqeaxq183blok.html And don't forget to like, share and subscribe to our channel! :)
@yuqili25882 жыл бұрын
Thanks a lot for your explanations, can you send me the dataset so I can use to try it out?
@SimplilearnOfficial2 жыл бұрын
Hello, thanks for viewing our tutorial. You can find your requested dataset in the video description. Hope that helps.
@Kamalabhrt5 жыл бұрын
Hello team, it helped me a lot.. How can we do CustomerSegmentation with help of clustering and also Splitting the Train and Test Data.
@SimplilearnOfficial5 жыл бұрын
You can check this video out: kzfaq.info/get/bejne/b7tkm5mhv92almw.html
@HaithamAlshari5 жыл бұрын
This video is very good & helps me in understanding the concept better. Can you send me the csv file.
@SimplilearnOfficial5 жыл бұрын
Hi Haitham, please leave your email ID in the comment section below. We will send the dataset directly to your inbox. Thanks!
@samgordonson29415 жыл бұрын
Well, Explained Sir! can you please email me the dataset to implement, thank you!
@SimplilearnOfficial5 жыл бұрын
Hello Sam, thanks for appreciating our work. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly. On the off chance that you need your email ID to be kept hidden from others, we can do that also. Hope that helps.
@chhabiacharya3074 жыл бұрын
Thank you :)
@SimplilearnOfficial4 жыл бұрын
You're welcome!
@gulafridi2440 Жыл бұрын
Hi, would it be possible to have the dataset for the decision tree tutorial please.
@SimplilearnOfficial Жыл бұрын
Hello, thanks for viewing our tutorial. You can find your requested dataset in the video description. Hope that helps.
@AjaySharma-pg9cp6 жыл бұрын
In original dataset we have 3 giraffe but while show casing the spilts the 1 goes missing, we it gone might be in jungle
@SimplilearnOfficial6 жыл бұрын
Hi Ajay, thanks for watching our tutorial. Regarding your query, the answer is "Yes", the giraffe that got away. Cheers!
@UdayKumar-xq1ve5 жыл бұрын
It was reluctant to classified :), also if we give a white tiger where will that fit?
@GwendolynYang5 жыл бұрын
Entropy formula was wrong at 13:05. It should have a minus sign to get a positive value. It is either Entropy = -sum(p log p) Or Entropy = sum( p log 1/p )
@SimplilearnOfficial5 жыл бұрын
Thanks for pointing out! We will definitely share the issue with our team.
@kahkashankanwal4 жыл бұрын
The formula for entropy is -sum (p log p)
@SimplilearnOfficial4 жыл бұрын
Thanks for your input!
@krishnagokulwala41189 ай бұрын
Thanku
@chandanasree18083 жыл бұрын
Like your entire tutorial for Data science! I want to try this program, please send me the data set related to this video.
@chandanasree18083 жыл бұрын
chandana.sree145@gmail.com
@lakshmisruthi9763 жыл бұрын
I have a doubt if my model is overfitting for logistic regression and decision tree . How should, i treat them ?
@collinsudanor42395 жыл бұрын
Very simple to understand. Please can I get the data set used for the example? Thanks
@SimplilearnOfficial5 жыл бұрын
Hello Collins, thanks for viewing our tutorial. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly. On the off chance that you need your email ID to be kept hidden from others, we can do that also. Hope that helps.
@manasacharya89445 жыл бұрын
Hey! Great lesson Would be great if you'd share the data set too!!
@SimplilearnOfficial5 жыл бұрын
Hello Manas, thanks for viewing our tutorial. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly. On the off chance that you need your email ID to be kept hidden from others, we can do that also. Hope that helps.
@nishant63093 жыл бұрын
@@SimplilearnOfficial shashankkumar4263@gmail.com
@descendantsoftheheroes_6603 жыл бұрын
Sir g ..Caption include kr dijiye in all video of .. Analytics tools .. Plzzz
@SimplilearnOfficial3 жыл бұрын
Sorry about that. We will try to implement that in future videos.
@pavanayadav68143 жыл бұрын
can you please share the csv...
@SimplilearnOfficial3 жыл бұрын
Hello, thanks for viewing our tutorial. You can find your requested dataset in the video description. Hope that helps.
@goodgobikha17463 жыл бұрын
And why u didn't draw tree diagram using sklearn
@SimplilearnOfficial3 жыл бұрын
Thanks for watching our video and sharing your thoughts. Do subscribe to our channel and stay tuned for more. Cheers!
@charlescole63732 жыл бұрын
I would like to download Dataset 2. Please advise how to do so.
@SimplilearnOfficial2 жыл бұрын
Hello, thanks for viewing our tutorial. You can find your requested dataset in the video description. Hope that helps.
@aksontv5 жыл бұрын
Awesome video! Could you share the data set please?
@SimplilearnOfficial5 жыл бұрын
Hello Muhammad, thanks for viewing our tutorial. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly. On the off chance that you need your email ID to be kept hidden from others, we can do that also. Hope that helps.
@aksontv5 жыл бұрын
@@SimplilearnOfficial aksontv74@gmail.com ! I have also mentioned my email on your other videos but not receive any dataset yet please change your policy of giving datasets only on demand. You may know well dataset is required to practice and if someone watch your video and comment for dataset and your reply may be late thats happening then we have to move on other channels which we don't want because you are awesome in teaching but please its my request to do something better for datasets. Is it possible for you to provide dataset in description?
@kudeepak19984 жыл бұрын
Great video!! Could you please share the dataset and python code of it ?
@SimplilearnOfficial4 жыл бұрын
Hello Deepak, thanks for viewing our tutorial. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly. On the off chance that you need your email ID to be kept hidden from others, we can do that also. Hope that helps.
@ADESHKUMAR-yz2el3 жыл бұрын
12:15 thankyou sir i was about to quit but your words stopped me😂
@SimplilearnOfficial3 жыл бұрын
Haha! We hope you found our video helpful. For more machine learning videos, check out our playlist: kzfaq.info/get/bejne/q9Gqeaxq183blok.html
@taylorhosley78943 жыл бұрын
What is the time complexity of the loan use case problem?
@charlescole63733 жыл бұрын
Please provide Decision Tree data set.
@SimplilearnOfficial3 жыл бұрын
We have sent the dataset to your mail ID.
@gulshank19876 жыл бұрын
Could you put up tutorials on angoss or tableau ??
@SimplilearnOfficial6 жыл бұрын
We have passed on your request to the team and they will be soon coming up with Tableau tutorial videos. Do subscribe to the channel and press the BELL icon for never missing another update. Cheers!
@gulshank19876 жыл бұрын
Simplilearn : I have subscribed over a month ago. Would request you to put up angoss n tableau videos since it is gaining popularity in financial domain and its utilisation has shot up tremendously. Cheers
@SimplilearnOfficial6 жыл бұрын
Sure, we have informed the relevant team. Meanwhile, you can go through our Tableau playlist videos: kzfaq.info/sun/PLEiEAq2VkUUJEvrsey26P-Bj4Vk6BLBVC
@giannipischedda23545 жыл бұрын
I am working on one with Angoss KnowledfeSEEKER
@ashishjindal26776 жыл бұрын
Your videos are really helpfull. Could you please provide the data set that you used in the video. Thanks :)
@ashishjindal26776 жыл бұрын
ashishjindal1997@gmail.com
@SimplilearnOfficial6 жыл бұрын
Hi Ashish, thanks for watching our video. I have sent the requested video to your email ID. Do subscribe to our channel to stay posted on upcoming tutorials. Cheers!
@dariodisotto58175 жыл бұрын
Hi I like your lecture. Please can you supply the dataset used in the video. Thank you.
@SimplilearnOfficial5 жыл бұрын
Hello Dario, thanks for appreciating our work. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly. On the off chance that you need your email ID to be kept hidden from others, we can do that also. Hope that helps.
@kushagramishra26485 жыл бұрын
Your tutorials are very good but why don,t you provide a link to the dataset
@SimplilearnOfficial5 жыл бұрын
Sorry, Kushagra. We don't have the external source for the dataset. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly.
@level02up443 жыл бұрын
it could be very useful tutorial in machine learning...... can you provide me the dataset file attachment?
@SimplilearnOfficial3 жыл бұрын
Hello, thanks for viewing our tutorial. It would be helpful if you will provide your email ID to us so that we can send the requested dataset promptly. On the off chance that you need your email ID to be kept hidden from others, we can do that too. Hope that helps.
@leilatalebpour555 жыл бұрын
Hi , Great Video. Can we have the Data set you used?
@SimplilearnOfficial5 жыл бұрын
Hello Leila, thanks for viewing our tutorial. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly. On the off chance that you need your email ID to be kept hidden from others, we can do that also. Hope that helps.
@vojhugs53652 жыл бұрын
pls share dataset pls
@SimplilearnOfficial2 жыл бұрын
Hello, thanks for viewing our tutorial. You can find your requested dataset in the video description. Hope that helps.
@paulchelladurai38805 жыл бұрын
How do we decide the opt numbers for the parameters max_depth and min_samples_leaf?
@SimplilearnOfficial5 жыл бұрын
We just try out a few numbers that are generally used and increase it until we notice that the model's accuracy seems to detoriate.
@edgatti43675 жыл бұрын
Hello, The tutorial is really well explained, but could You please provide a data set of this training and other trainings? Thanks a lot!
@SimplilearnOfficial5 жыл бұрын
Hello Edvinas, thanks for appreciating our work. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly. On the off chance that you need your email ID to be kept hidden from others, we can do that also. Hope that helps.
Hi Edvinas, thanks for sharing your email ID. We have sent the requested dataset to your mail ID. Like and share our video with your peers and also do not forget to subscribe to our channel for not missing video updates. We will be coming up with more such videos. Cheers!
@SAAZANRAI6 жыл бұрын
What happens if a pure subset is not possible from the given data?
@SimplilearnOfficial6 жыл бұрын
Sajan, The goal of Decision tree algorithm is to result in a subset with less impurity. So when we apply this algorithm, it will give pure subset itself. But if we have not achieved the same, then we need to further split a node to get the pure subset. Hope this answers your query. Thanks :)
@hamidrezanabati6 жыл бұрын
Would you please send me the data set?
@SimplilearnOfficial6 жыл бұрын
Hi Hamid, thanks for checking out our tutorial. We have sent the requested dataset to your mail ID. Do subscribe, like and share to stay connected with us. Cheers :)
@aaabeenav72 жыл бұрын
can i get dataset please for practice
@SimplilearnOfficial2 жыл бұрын
Hello, thanks for viewing our tutorial. You can find your requested dataset in the video description. Hope that helps.
@chaitanyakumarmadala92996 жыл бұрын
Why do we need to consider House Number field for Classification ?
@SimplilearnOfficial6 жыл бұрын
Hi Chaitanya, thanks for watching our video. House number field is a continuous variable and not a categorical, it cannot be used for classification. Hope you are clarified now. Thanks.
@haribabusompalli42036 жыл бұрын
Nice Tutorial, Can i get the data set?. which will be very helpful.
@haribabusompalli42036 жыл бұрын
hari.sompalli0205@gmail.com Please share thedataset to this mail id. Thanks in Advance.
@SimplilearnOfficial6 жыл бұрын
Hi Hari, thanks for checking out our tutorial. We hope we have helped. We have also sent the requested dataset to your mail ID. Do support us by subscribing to the channel and giving a thumbs up to our videos. Thanks.
@fenalishah75453 жыл бұрын
Hey , I watched your video.And Its amazing. But when I trying to implement in my database its not working. As my database has some string values. So , How do I work on that.
@vman96305 жыл бұрын
Wait... so what is the root node, and when did you specify which variable to take into account next? Isn't that the point of a decision tree?
@SimplilearnOfficial5 жыл бұрын
Your very first split would be the root node. Of course, with an algorithm, this is figured out internally. you can fine tune your model for better accuracy.
@shroukezz88783 жыл бұрын
can i reduce the compelixity of my decision tree model?
@pinakipatra1014 жыл бұрын
Hi , This is an excellent video. could you please send me the data sets.
@SimplilearnOfficial4 жыл бұрын
Hello Pinaki, thanks for viewing our tutorial and we hope it is helpful. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly.
@aksontv5 жыл бұрын
Datasets plz
@SimplilearnOfficial5 жыл бұрын
Hello Muhammad, thanks for viewing our tutorial. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly. On the off chance that you need your email ID to be kept hidden from others, we can do that also. Hope that helps.
@sanjeevdutt58674 жыл бұрын
In Path you named as one folder as Marketing Video's . Overall Lecture is pretty good but I want to know about Gemini Index which is not mentioned in whole video
@SimplilearnOfficial4 жыл бұрын
Hey Sanjeev, thank you for watching our video and for the honest feedback. We will definitely look into this. Do subscribe, like and share to stay connected with us. Cheers :)
@sanjeevdutt58674 жыл бұрын
@@SimplilearnOfficial I am correcting it's Gini Index
@madhuripolimetla72245 жыл бұрын
Can you please share the dataset?
@SimplilearnOfficial5 жыл бұрын
Hello Madhuri, thanks for viewing our tutorial. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly. On the off chance that you need your email ID to be kept hidden from others, we can do that also. Hope that helps.
@_StarBreaker6664 жыл бұрын
How could I use string data for this?
@roudrasaha55824 жыл бұрын
Can I get a copy of the Data? I am a master student learning Robotics, want to learn more about Machine Learning.
@SimplilearnOfficial4 жыл бұрын
Yes, you can. To kickstart, start with this amazing playlist which helped a lot of people: kzfaq.info/get/bejne/q9Gqeaxq183blok.html. This playlist will provide you with a solid basic knowledge of Machine learning and its types with examples. It has videos both in R and Python. If you want to go further and get certified in Machine learning, check this out: www.simplilearn.com/big-data-and-analytics/machine-learning-certification-training-course.
@izharmehar6 жыл бұрын
Hey may I get the dataset? The video is informative and easy to understand!
@SimplilearnOfficial6 жыл бұрын
Hi Izhar, thanks for watching our video. It would be great if you could share your email Id with us so that we can share the requested data files. If you want your email ID should be hidden from others, we can do that as well. Thanks.
@gabriel19915 жыл бұрын
Hi I would like to know if you could share the references that you use to make the video. I am working on a paper about decision tree and I would like to know about simple and good references about the subject.
@SimplilearnOfficial5 жыл бұрын
Hi Gabriel, you can check out geeks for geeks and Medium.
@mazdaksorosh35686 жыл бұрын
@ 09:00, is low biased model not the same as overfitting? Also, could you please elaborate how a model becomes unstable due to lack of variation in the data. Many thanks.
@SimplilearnOfficial6 жыл бұрын
Hi Mazdak Sorosh, "Overfitting occurs due to a low bias but high variance. Going by the bias-variance trade-off theory, if the variance is low, the complexity of the model decreases which is a good thing. But, the value of the bias increases which would give us inaccurate predictions." Please share your doubts or feedback in the comment section below and we'll have our experts answer it for you. Thanks for watching the video. Cheers!
@mazdaksorosh35686 жыл бұрын
Simplilearn it is clear for me. Your reply is much appreciated. Thanks!
@SimplilearnOfficial6 жыл бұрын
We are glad you found our video helpful. Like and share our video with your peers and also do not forget to subscribe to our channel for not missing video updates. We will be coming up with more such videos. Cheers!
@mahdiislam8693 жыл бұрын
Can I please get the dataset
@SimplilearnOfficial3 жыл бұрын
Hello, thanks for viewing our tutorial. It would be helpful if you will provide your email ID to us so that we can send the requested dataset promptly. On the off chance that you need your email ID to be kept hidden from others, we can do that too. Hope that helps.
@mahdiislam8693 жыл бұрын
@@SimplilearnOfficial I want to keep my email hidden.
@muhammadjunaidmajeed12114 жыл бұрын
how to apply fuzzy c4.5 on same data-set?
@20RODENT5 жыл бұрын
Hi, thank you for the really helpful video. Can I please get a copy of the dataset used for the tutorial?
@SimplilearnOfficial5 жыл бұрын
Hello Ratnadeep, thanks for viewing our tutorial. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly. On the off chance that you need your email ID to be kept hidden from others, we can do that also. Hope that helps.
@20RODENT5 жыл бұрын
@@SimplilearnOfficial Thank you for the response. I am happy to provide my email id to you but I don't want to share it on a public forum. Is it possible to do that?
@SimplilearnOfficial5 жыл бұрын
Hi Ratnadeep, you can share your email ID with no hesitation because no comments get published without our approval.
@vivek99173333005 жыл бұрын
Video is really nice but how can I get this dataset?
@SimplilearnOfficial5 жыл бұрын
Hello Vivek, thanks for viewing our tutorial. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly. On the off chance that you need your email ID to be kept hidden from others, we can do that also. Hope that helps.
@midhileshmomidi24345 жыл бұрын
Hello team, I have a doubt in this that we took almost 100 random cases and we got accuracy 94% and what if we run it again and chances that accuracy go down because it may test different cases again
@SimplilearnOfficial5 жыл бұрын
Yes, there could be variation in accuracy every time you train the model
@manavjangid80914 жыл бұрын
Can Entropy greater than 1????
@SimplilearnOfficial4 жыл бұрын
Entropy is measured between 0 and 1. Depending on the number of classes in your dataset, entropy can be greater than 1 but it means the same thing , a very high level of disorder.
@dishamishra44145 жыл бұрын
hey sir! accuracy is of training or testing?
@harshassp91445 жыл бұрын
accuracy tells about our model prediction(confidence) after training with train data you will get accuracy by using x_tst data,
@SimplilearnOfficial5 жыл бұрын
Hi Harsha, thanks for your valuable input!
@SimplilearnOfficial5 жыл бұрын
Hi Disha, accuracy mainly focuses on testing.
@Warrior0Ech5 жыл бұрын
Hey! Nice Vid, can I have the datasheet so I can practice? Best regards
@SimplilearnOfficial5 жыл бұрын
Hello, thanks for viewing our tutorial. It would be helpful if you will provide your email ID to us so that we could send the requested dataset promptly. On the off chance that you need your email ID to be kept hidden from others, we can do that also. Hope that helps.
@Warrior0Ech5 жыл бұрын
Ericchiquitog@gmail.com, please thank you!
@SimplilearnOfficial5 жыл бұрын
Thanks for sharing your email ID. We have sent the requested dataset to your mail ID. Also, Subscribe to our channel by clicking on the bell icon for never missing another update. Cheers!
@sreelatha95606 жыл бұрын
Could you please provide the data set that you used in the video
@SimplilearnOfficial6 жыл бұрын
Hi Sree Latha, I am glad that you found our video helpful. It would be easy for us to send the dataset if you can provide your email id. If you want your email ID should not be displayed in the comment section, we can do that as well. Hope that helps.