slds-lmu/lecture_i2ml

Issues

• [add] adv-trees -- add a short section on "extra trees"

  #1232 opened 21 days ago
  1

• [fix] QDA - covariance matrices

  #1226 opened a month ago
  0

• [fix] naive bayes: variances

  #1225 opened a month ago
  0

• [add] Term "hard label classifier"

  #1224 opened a month ago
  0

• RF OOB error is not unbiased but at least not optimistically biased

  #1212 opened 19 days ago
  2

• [add] bias-var trade-off in resampling: make clearer / more explicit

  #1202 opened 5 months ago
  0

• [fix] simplify solution of NB exercise

  #1179 opened 7 months ago
  0

• [fix] update Makefile to work the same way as for the slides

  #1170 opened 7 months ago
  1

• [fix] description of make in CONTRIBUTING.md

  #1166 opened 7 months ago
  6

• [fix] sol_automl.Rnw does not compile

  #1165 opened 7 months ago
  1

• [fix] correct LM interpretation

  #1158 opened 8 months ago
  0

• add intro chunk explaining nature of estimator

  #1118 opened a year ago
  0

• GE of model is based on Loss and does not consider e.g. AUC

  #1114 opened a year ago
  1

• Definition probabilistic classifier

  #1109 opened a year ago
  0

• make definition of k-neighborhood more rigorous

  #1106 opened a year ago
  6

• we should also cover extratrees a bit. some slide might already exist

  #1091 opened a year ago
  1

• classification: add multi-class to I2ML?

  #1089 opened a year ago
  0

• macro und micro averaging

  #1082 opened a year ago
  0

• Include model selection

  #1064 opened a year ago
  0

• counter example where ML Trinity (Hyp + Cost + Opti) is hard to express

  #1063 opened a year ago
  0

• Small notation error on the ROC curve slides

  #1059 opened a year ago
  1

• add cim2 external resources to zotero

  #1054 opened a year ago
  0

• wishlist for additional material / future development

  #1053 opened a year ago
  0

• Axis label on feature importance plots

  #1052 opened 3 months ago
  4

• license not visible on webpage

  #1051 opened a year ago
  0

• change "KL distance" to "KL divergence"

  #815 opened a year ago
  1

• [advriskmin] include chunk (+ deep dive) on proper scoring rules

  #797 opened a year ago
  1

• [mlr3] slide sources

  #757 opened 2 years ago
  0

• Refs

  #753 opened 2 years ago
  2

• Update slides_i2ml.pdf

  #719 opened 3 years ago
  3

• [evaluation] change names of files

  #712 opened a year ago
  0

• set up resampling cheatsheet

  #705 opened a year ago
  2

• [notation] classif threshold and estimated ge in hpo have same symbol

  #699 opened a year ago
  1

• [migration] Migrate R code to mlr3 and ggplot; update nomenclature

  #681 opened a year ago
  1

• [classification]

  #676 opened a year ago
  1

• [migration from cim2] migrate unused exercises

  #671 opened 2 years ago
  0

• [infrastructure] make file exercises

  #670 opened a year ago
  1

• Collect learning goals for SL part

  #665 opened 2 years ago
  5

• [gaussian processes] define learning goals in GP chapter

  #663 opened 2 years ago
  3

• [migration from cim2] migrate exercises

  #662 opened 3 years ago
  1

• Test Trello 2

  #661 opened 3 years ago
  1

• Test Trello

  #660 opened 3 years ago
  2

• [ml-basics] Feature space vs. Input space

  #658 opened 3 years ago
  1

• Update changelog

  #653 opened a year ago
  1

• Lecture part: Outlook

  #645 opened 3 years ago
  0

• [xgboost] Algorithm for approx. split-finding is broken

  #644 opened a year ago
  1

• [classification] legends missing in logistic regression

  #642 opened 2 years ago
  1

• Cohen's kappa

  #641 opened 3 years ago
  0

• Regularization elastic-net figure seems wrong

  #639 opened 3 years ago
  2

• Wrong Variable in Laplace Distribution Chp 10.11, PDF page 1/6

  #838 opened a year ago
  1