Re: Classifier for Big Data Mining
depends on your data and I guess the time/performance goals you have for both training/prediction, but for a quick answer : yes :) 2015-07-21 11:22 GMT+02:00 Chintan Bhatt chintanbhatt...@charusat.ac.in: Which classifier can be useful for mining massive datasets in spark? Decision Tree can be good choice as per scalability? -- CHINTAN BHATT http://in.linkedin.com/pub/chintan-bhatt/22/b31/336/ Assistant Professor, U P U Patel Department of Computer Engineering, Chandubhai S. Patel Institute of Technology, Charotar University of Science And Technology (CHARUSAT), Changa-388421, Gujarat, INDIA. http://www.charusat.ac.in *Personal Website*: https://sites.google.com/a/ecchanga.ac.in/chintan/
Re: Classifier for Big Data Mining
How to load dataset in apache spark? Can I know sources of massive datasets? On Wed, Jul 22, 2015 at 4:50 AM, Ron Gonzalez zlgonza...@yahoo.com.invalid wrote: I'd use Random Forest. It will give you better generalizability. There are also a number of things you can do with RF that allows to train on samples of the massive data set and then just average over the resulting models... Thanks, Ron On 07/21/2015 02:17 PM, Olivier Girardot wrote: depends on your data and I guess the time/performance goals you have for both training/prediction, but for a quick answer : yes :) 2015-07-21 11:22 GMT+02:00 Chintan Bhatt chintanbhatt...@charusat.ac.in: Which classifier can be useful for mining massive datasets in spark? Decision Tree can be good choice as per scalability? -- CHINTAN BHATT http://in.linkedin.com/pub/chintan-bhatt/22/b31/336/ Assistant Professor, U P U Patel Department of Computer Engineering, Chandubhai S. Patel Institute of Technology, Charotar University of Science And Technology (CHARUSAT), Changa-388421, Gujarat, INDIA. http://www.charusat.ac.in *Personal Website*: https://sites.google.com/a/ecchanga.ac.in/chintan/ -- CHINTAN BHATT http://in.linkedin.com/pub/chintan-bhatt/22/b31/336/ Assistant Professor, U P U Patel Department of Computer Engineering, Chandubhai S. Patel Institute of Technology, Charotar University of Science And Technology (CHARUSAT), Changa-388421, Gujarat, INDIA. http://www.charusat.ac.in *Personal Website*: https://sites.google.com/a/ecchanga.ac.in/chintan/
Re: Classifier for Big Data Mining
I'd use Random Forest. It will give you better generalizability. There are also a number of things you can do with RF that allows to train on samples of the massive data set and then just average over the resulting models... Thanks, Ron On 07/21/2015 02:17 PM, Olivier Girardot wrote: depends on your data and I guess the time/performance goals you have for both training/prediction, but for a quick answer : yes :) 2015-07-21 11:22 GMT+02:00 Chintan Bhatt chintanbhatt...@charusat.ac.in mailto:chintanbhatt...@charusat.ac.in: Which classifier can be useful for mining massive datasets in spark? Decision Tree can be good choice as per scalability? -- CHINTAN BHATT http://in.linkedin.com/pub/chintan-bhatt/22/b31/336/ Assistant Professor, U P U Patel Department of Computer Engineering, Chandubhai S. Patel Institute of Technology, Charotar University of Science And Technology (CHARUSAT), Changa-388421, Gujarat, INDIA. http://www.charusat.ac.in http://www.charusat.ac.in/ _Personal Website_: https://sites.google.com/a/ecchanga.ac.in/chintan/
Classifier for Big Data Mining
Which classifier can be useful for mining massive datasets in spark? Decision Tree can be good choice as per scalability? -- CHINTAN BHATT http://in.linkedin.com/pub/chintan-bhatt/22/b31/336/ Assistant Professor, U P U Patel Department of Computer Engineering, Chandubhai S. Patel Institute of Technology, Charotar University of Science And Technology (CHARUSAT), Changa-388421, Gujarat, INDIA. http://www.charusat.ac.in *Personal Website*: https://sites.google.com/a/ecchanga.ac.in/chintan/
