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Issues list

[add] Term "hard label classifier"
#1224 opened May 15, 2024 by ludwigbothmann
RF OOB error is not unbiased but at least not optimistically biased chap-forests
#1212 opened Apr 4, 2024 by manuelhelmerichs
[add] bias-var trade-off in resampling: make clearer / more explicit chap-eval
#1202 opened Feb 8, 2024 by lisa-wm
[fix] simplify solution of NB exercise exercises
#1179 opened Nov 23, 2023 by lisa-wm
@lisa-wm
[fix] correct LM interpretation chap-regression
#1158 opened Nov 8, 2023 by lisa-wm
add intro chunk explaining nature of estimator chap-eval
#1118 opened Jul 10, 2023 by lisa-wm
GE of model is based on Loss and does not consider e.g. AUC chap-eval Notation/General Definitions
#1114 opened Jun 27, 2023 by giuseppec
1
Definition probabilistic classifier chap-classif
#1109 opened Jun 15, 2023 by ludwigbothmann
make definition of k-neighborhood more rigorous chap-knn
#1106 opened Jun 7, 2023 by lisa-wm knn-def
@ludwigbothmann @lisa-wm
6
we should also cover extratrees a bit. some slide might already exist chap-forests
#1091 opened May 10, 2023 by berndbischl
1
classification: add multi-class to I2ML? chap-classif
#1089 opened May 3, 2023 by ludwigbothmann
macro und micro averaging chap-eval
#1082 opened Apr 20, 2023 by ludwigbothmann
Include model selection Others
#1064 opened Feb 24, 2023 by ludwigbothmann
counter example where ML Trinity (Hyp + Cost + Opti) is hard to express chap-mlbasics
#1063 opened Feb 14, 2023 by pkopper
add cim2 external resources to zotero Others
#1054 opened Jan 20, 2023 by lisa-wm
wishlist for additional material / future development Others
#1053 opened Jan 17, 2023 by lisa-wm
license not visible on webpage Others
#1051 opened Jan 13, 2023 by pkopper
[mlr3] slide sources chap-mlr3
#757 opened Feb 15, 2022 by ludwigbothmann
Refs Others
#753 opened Feb 8, 2022 by ludwigbothmann
2
Lecture part: Outlook Others
#645 opened Jul 13, 2021 by ja-thomas
Cohen's kappa chap-eval
#641 opened Jun 28, 2021 by tpielok
Explain principle of additive model chap-regression
#841 opened Apr 28, 2021 by JuliaHerbinger
1
Change in Notation: Residuals Notation/General Definitions
#615 opened Apr 14, 2021 by juliambr
[regression] polynomial regression model chap-regression
#612 opened Mar 30, 2021 by ludwigbothmann
1
[resampling] unbiasedness of ge estimator chap-eval
#611 opened Mar 18, 2021 by ludwigbothmann
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