SlideShare uma empresa Scribd logo
1 de 22
Baixar para ler offline
Support Vector Machine
SVM
SVM
SVM
1. Support Vector
2. Large Margin Classifier
3. Kernel Function
Linear Classification
Linear Classification
Linear Classification
SVM hypothesis
Non-Linear Classification
Non-Linear Classification
Kernel Trick
Kernel
Gaussian Kernel RBF Kernel
Kernel Gaussian Kernel
SVM
Kaggle
Kaggle
Kaggle
Kaggle
Kaggle
Kaggle
스터디 계획
http://cs231n.stanford.edu/
스터디 계획
감사합니다 !

Mais conteúdo relacionado

Destaque

Destek vektör makineleri
Destek vektör makineleriDestek vektör makineleri
Destek vektör makineleriozgur_dolgun
 
Iaetsd early detection of breast cancer
Iaetsd early detection of breast cancerIaetsd early detection of breast cancer
Iaetsd early detection of breast cancerIaetsd Iaetsd
 
Comparison of the forecasting techniques – arima, ann and svm a review-2
Comparison of the forecasting techniques – arima, ann and svm   a review-2Comparison of the forecasting techniques – arima, ann and svm   a review-2
Comparison of the forecasting techniques – arima, ann and svm a review-2IAEME Publication
 
Support Vector Machine (SVM) Based Classifier For Khmer Printed Character-set...
Support Vector Machine (SVM) Based Classifier For Khmer Printed Character-set...Support Vector Machine (SVM) Based Classifier For Khmer Printed Character-set...
Support Vector Machine (SVM) Based Classifier For Khmer Printed Character-set...osify
 
Artificial Neural Network in a Tic Tac Toe Symfony Console Application - Symf...
Artificial Neural Network in a Tic Tac Toe Symfony Console Application - Symf...Artificial Neural Network in a Tic Tac Toe Symfony Console Application - Symf...
Artificial Neural Network in a Tic Tac Toe Symfony Console Application - Symf...aferrandini
 
Powering Microservices with MongoDB, Docker, Kubernetes & Kafka – MongoDB Eur...
Powering Microservices with MongoDB, Docker, Kubernetes & Kafka – MongoDB Eur...Powering Microservices with MongoDB, Docker, Kubernetes & Kafka – MongoDB Eur...
Powering Microservices with MongoDB, Docker, Kubernetes & Kafka – MongoDB Eur...Andrew Morgan
 
Support Vector Machine without tears
Support Vector Machine without tearsSupport Vector Machine without tears
Support Vector Machine without tearsAnkit Sharma
 
Compegence: Dr. Rajaram Kudli - An Introduction to Artificial Neural Network ...
Compegence: Dr. Rajaram Kudli - An Introduction to Artificial Neural Network ...Compegence: Dr. Rajaram Kudli - An Introduction to Artificial Neural Network ...
Compegence: Dr. Rajaram Kudli - An Introduction to Artificial Neural Network ...COMPEGENCE
 
Wavelets AND counterlets
Wavelets  AND  counterletsWavelets  AND  counterlets
Wavelets AND counterletsAvichal Sharma
 
Tweets Classification using Naive Bayes and SVM
Tweets Classification using Naive Bayes and SVMTweets Classification using Naive Bayes and SVM
Tweets Classification using Naive Bayes and SVMTrilok Sharma
 
Support vector machine
Support vector machineSupport vector machine
Support vector machineMusa Hawamdah
 
Clustering, k means algorithm
Clustering, k means algorithmClustering, k means algorithm
Clustering, k means algorithmJunyoung Park
 
Image Classification And Support Vector Machine
Image Classification And Support Vector MachineImage Classification And Support Vector Machine
Image Classification And Support Vector MachineShao-Chuan Wang
 

Destaque (20)

Destek vektör makineleri
Destek vektör makineleriDestek vektör makineleri
Destek vektör makineleri
 
[IJET-V1I3P22] Authors :Dipali D. Deokar, Chandrasekhar G. Patil.
[IJET-V1I3P22] Authors :Dipali D. Deokar, Chandrasekhar G. Patil.[IJET-V1I3P22] Authors :Dipali D. Deokar, Chandrasekhar G. Patil.
[IJET-V1I3P22] Authors :Dipali D. Deokar, Chandrasekhar G. Patil.
 
50120140506006
5012014050600650120140506006
50120140506006
 
Iaetsd early detection of breast cancer
Iaetsd early detection of breast cancerIaetsd early detection of breast cancer
Iaetsd early detection of breast cancer
 
Comparison of the forecasting techniques – arima, ann and svm a review-2
Comparison of the forecasting techniques – arima, ann and svm   a review-2Comparison of the forecasting techniques – arima, ann and svm   a review-2
Comparison of the forecasting techniques – arima, ann and svm a review-2
 
Svm my
Svm mySvm my
Svm my
 
10.1.1.151.4974
10.1.1.151.497410.1.1.151.4974
10.1.1.151.4974
 
Support Vector Machine (SVM) Based Classifier For Khmer Printed Character-set...
Support Vector Machine (SVM) Based Classifier For Khmer Printed Character-set...Support Vector Machine (SVM) Based Classifier For Khmer Printed Character-set...
Support Vector Machine (SVM) Based Classifier For Khmer Printed Character-set...
 
Artificial Neural Network in a Tic Tac Toe Symfony Console Application - Symf...
Artificial Neural Network in a Tic Tac Toe Symfony Console Application - Symf...Artificial Neural Network in a Tic Tac Toe Symfony Console Application - Symf...
Artificial Neural Network in a Tic Tac Toe Symfony Console Application - Symf...
 
Powering Microservices with MongoDB, Docker, Kubernetes & Kafka – MongoDB Eur...
Powering Microservices with MongoDB, Docker, Kubernetes & Kafka – MongoDB Eur...Powering Microservices with MongoDB, Docker, Kubernetes & Kafka – MongoDB Eur...
Powering Microservices with MongoDB, Docker, Kubernetes & Kafka – MongoDB Eur...
 
Support Vector Machine without tears
Support Vector Machine without tearsSupport Vector Machine without tears
Support Vector Machine without tears
 
Compegence: Dr. Rajaram Kudli - An Introduction to Artificial Neural Network ...
Compegence: Dr. Rajaram Kudli - An Introduction to Artificial Neural Network ...Compegence: Dr. Rajaram Kudli - An Introduction to Artificial Neural Network ...
Compegence: Dr. Rajaram Kudli - An Introduction to Artificial Neural Network ...
 
Wavelets AND counterlets
Wavelets  AND  counterletsWavelets  AND  counterlets
Wavelets AND counterlets
 
Docker Intro
Docker IntroDocker Intro
Docker Intro
 
Tweets Classification using Naive Bayes and SVM
Tweets Classification using Naive Bayes and SVMTweets Classification using Naive Bayes and SVM
Tweets Classification using Naive Bayes and SVM
 
Support vector machine
Support vector machineSupport vector machine
Support vector machine
 
Clustering, k means algorithm
Clustering, k means algorithmClustering, k means algorithm
Clustering, k means algorithm
 
Image Classification And Support Vector Machine
Image Classification And Support Vector MachineImage Classification And Support Vector Machine
Image Classification And Support Vector Machine
 
Lecture12 - SVM
Lecture12 - SVMLecture12 - SVM
Lecture12 - SVM
 
Support Vector machine
Support Vector machineSupport Vector machine
Support Vector machine
 

Mais de Junyoung Park

Quantitive Algorithm Trading
Quantitive Algorithm TradingQuantitive Algorithm Trading
Quantitive Algorithm TradingJunyoung Park
 
Common Design for Distributed Machine Learning
Common Design for Distributed Machine LearningCommon Design for Distributed Machine Learning
Common Design for Distributed Machine LearningJunyoung Park
 
Kaggle KKBox Churn Prediction
Kaggle KKBox Churn PredictionKaggle KKBox Churn Prediction
Kaggle KKBox Churn PredictionJunyoung Park
 
Cloudera & Zookeeper
Cloudera & ZookeeperCloudera & Zookeeper
Cloudera & ZookeeperJunyoung Park
 
한국어 자연어처리 101
한국어 자연어처리 101한국어 자연어처리 101
한국어 자연어처리 101Junyoung Park
 
Python Testing for Flask
Python Testing for FlaskPython Testing for Flask
Python Testing for FlaskJunyoung Park
 
News clustering and Recommendation system using Word Embedding
News clustering and Recommendation system using Word EmbeddingNews clustering and Recommendation system using Word Embedding
News clustering and Recommendation system using Word EmbeddingJunyoung Park
 

Mais de Junyoung Park (10)

Quantitive Algorithm Trading
Quantitive Algorithm TradingQuantitive Algorithm Trading
Quantitive Algorithm Trading
 
K-Means Clustering
K-Means ClusteringK-Means Clustering
K-Means Clustering
 
Common Design for Distributed Machine Learning
Common Design for Distributed Machine LearningCommon Design for Distributed Machine Learning
Common Design for Distributed Machine Learning
 
AWS EMR + Spark ML
AWS EMR + Spark MLAWS EMR + Spark ML
AWS EMR + Spark ML
 
Kaggle KKBox Churn Prediction
Kaggle KKBox Churn PredictionKaggle KKBox Churn Prediction
Kaggle KKBox Churn Prediction
 
Spark config
Spark configSpark config
Spark config
 
Cloudera & Zookeeper
Cloudera & ZookeeperCloudera & Zookeeper
Cloudera & Zookeeper
 
한국어 자연어처리 101
한국어 자연어처리 101한국어 자연어처리 101
한국어 자연어처리 101
 
Python Testing for Flask
Python Testing for FlaskPython Testing for Flask
Python Testing for Flask
 
News clustering and Recommendation system using Word Embedding
News clustering and Recommendation system using Word EmbeddingNews clustering and Recommendation system using Word Embedding
News clustering and Recommendation system using Word Embedding
 

Último

Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusTimothy Spann
 
BigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxBigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxolyaivanovalion
 
Unveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystUnveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystSamantha Rae Coolbeth
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfMarinCaroMartnezBerg
 
B2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxB2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxStephen266013
 
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiVIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiSuhani Kapoor
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxolyaivanovalion
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Halmar dropshipping via API with DroFx
Halmar  dropshipping  via API with DroFxHalmar  dropshipping  via API with DroFx
Halmar dropshipping via API with DroFxolyaivanovalion
 
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130Suhani Kapoor
 
定制英国白金汉大学毕业证(UCB毕业证书) 成绩单原版一比一
定制英国白金汉大学毕业证(UCB毕业证书)																			成绩单原版一比一定制英国白金汉大学毕业证(UCB毕业证书)																			成绩单原版一比一
定制英国白金汉大学毕业证(UCB毕业证书) 成绩单原版一比一ffjhghh
 
RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998YohFuh
 
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiLow Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiSuhani Kapoor
 
Data-Analysis for Chicago Crime Data 2023
Data-Analysis for Chicago Crime Data  2023Data-Analysis for Chicago Crime Data  2023
Data-Analysis for Chicago Crime Data 2023ymrp368
 
Edukaciniai dropshipping via API with DroFx
Edukaciniai dropshipping via API with DroFxEdukaciniai dropshipping via API with DroFx
Edukaciniai dropshipping via API with DroFxolyaivanovalion
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxolyaivanovalion
 
Ukraine War presentation: KNOW THE BASICS
Ukraine War presentation: KNOW THE BASICSUkraine War presentation: KNOW THE BASICS
Ukraine War presentation: KNOW THE BASICSAishani27
 
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfMarket Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfRachmat Ramadhan H
 

Último (20)

Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and Milvus
 
BigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxBigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptx
 
Unveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystUnveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data Analyst
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdf
 
B2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxB2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docx
 
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiVIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptx
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
Halmar dropshipping via API with DroFx
Halmar  dropshipping  via API with DroFxHalmar  dropshipping  via API with DroFx
Halmar dropshipping via API with DroFx
 
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
 
定制英国白金汉大学毕业证(UCB毕业证书) 成绩单原版一比一
定制英国白金汉大学毕业证(UCB毕业证书)																			成绩单原版一比一定制英国白金汉大学毕业证(UCB毕业证书)																			成绩单原版一比一
定制英国白金汉大学毕业证(UCB毕业证书) 成绩单原版一比一
 
RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998
 
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiLow Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
 
꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...
꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...
꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...
 
Data-Analysis for Chicago Crime Data 2023
Data-Analysis for Chicago Crime Data  2023Data-Analysis for Chicago Crime Data  2023
Data-Analysis for Chicago Crime Data 2023
 
Edukaciniai dropshipping via API with DroFx
Edukaciniai dropshipping via API with DroFxEdukaciniai dropshipping via API with DroFx
Edukaciniai dropshipping via API with DroFx
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptx
 
Ukraine War presentation: KNOW THE BASICS
Ukraine War presentation: KNOW THE BASICSUkraine War presentation: KNOW THE BASICS
Ukraine War presentation: KNOW THE BASICS
 
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfMarket Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf