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Lecture 7, Classification Introduction

Tid: Måndag 22 september 2014 kl 17:00 - 19:00 2014-09-22T17:00:00 2014-09-22T19:00:00

Kungliga Tekniska högskolan
HT 2014

Plats: K1

Aktivitet: Föreläsning

Lärare: Atsuto Maki ()

Studentgrupper: TCSCM_CSCA_1, TCSCM_CSCD_1, TCSCM_CSCE_1, TCSCM_CSCG_1, TEBSM_1, TITMM_2, TIVNM_HCID_1, TKOMK_3, TMAIM_MAIB_1, TSCRM_1, TSCRM_2, TTMAM_1, TTMAM_2

Info:

Topics:

  • Naive Bayes
  • Logistic regression
  • Inference and decision
  • Discriminative function
  • Discriminative vs Generative model

Slides for Lecture 7 (part I) , Slides for Lecture 7 (part II)

Related reading:

Chapter 4 from An Introduction to Statistical Learning (Springer, 2013)

Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani
Available online: http://www-bcf.usc.edu/~gareth/ISL/
Schemahandläggare skapade händelsen 2 april 2014

ändrade rättigheterna 15 maj 2014

Kan därmed läsas av alla och ändras av lärare.
Lärare Atsuto Maki redigerade 29 augusti 2014

Teacher: Atsuto Maki¶

Lärare Atsuto Maki redigerade 29 augusti 2014

FöreläsningLecture 7, Regression Introduction

Schemahandläggare redigerade 5 september 2014

[{u'user_idname': u'u12rf6rnAtsuto Maki', u'user_nameid': u'Giampiero Salviu1elx760'}]

Lärare Atsuto Maki redigerade 15 september 2014

Lecture 7, RegressClassification Introduction

Teacher: Atsuto Maki¶

Lärare Atsuto Maki redigerade 21 september 2014

Topics:¶


* Logistic regression
* Inference and decision
* Discriminative function
* Discriminative vs Generative model
* Naive Bayes
Slides from this lecture: Slides for Lecture 7 ¶

                                       Slides for Lecture 7 (part II)¶

Lärare Atsuto Maki redigerade 22 september 2014

Topics:


* Logistic regression
* Inference and decision
* Discriminative function
* Discriminative vs Generative model
* Naive Bayes
Slides from this lecture:  Slides for Lecture 7 ¶                                       (part I) , Slides for Lecture 7 (part II)



Lärare Atsuto Maki redigerade 22 september 2014

Topics:


* Naive Bayes
 * Logistic regression
* Inference and decision
* Discriminative function
* Discriminative vs Generative model
* Naive Bayes
 Slides from this lecture: Slides for Lecture 7 (part I) , Slides for Lecture 7 (part II)

Lärare Atsuto Maki redigerade 4 oktober 2014

Topics:


* Naive Bayes
* Logistic regression
* Inference and decision
* Discriminative function
* Discriminative vs Generative model
Slides from this lecture: Slides for Lecture 7 (part I) , Slides for Lecture 7 (part II)

Lärare Atsuto Maki redigerade 5 oktober 2014

Topics:


* Naive Bayes
* Logistic regression
* Inference and decision
* Discriminative function
* Discriminative vs Generative model
Slides from this lecture: or Lecture 7 (part I) , Slides for Lecture 7 (part I) , Slides for Lecture 7 (part II)¶ I)¶

Related reading:¶

Chapter 4 from An Introduction to Statistical Learning (Springer, 2013)¶

Gareth James, Daniela Witten, Trevor Hastie and Robert TibshiraniAvailable online: http://www-bcf.usc.edu/~gareth/ISL/

Lärare Atsuto Maki redigerade 9 juni 2015

Topics:


* Naive Bayes
* Logistic regression
* Inference and decision
* Discriminative function
* Discriminative vs Generative model
Slides for Lecture 7 (part I) , Slides for Lecture 7 (part II)

Related reading:

Chapter 4 from An Introduction to Statistical Learning (Springer, 2013)

Gareth James, Daniela Witten, Trevor Hastie and Robert TibshiraniAvailable online: http://www-bcf.usc.edu/~gareth/ISL/

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