Problem Types — Weblinks

16 links

Type

Site

Problem Types 10 terms

Binary Classification 1 link

E Binary classification (Wikipedia) Ref…

Classification 2 links

Multi-Class Classification 2 links

E Wikipedia: Multiclass classification Ref…
S scikit-learn: Multiclass and multilabel algorithms Docs

Multi-Label Classification 2 links

E Wikipedia: Multi-label classification Ref…
S scikit-learn: Multilabel classification Docs

Ordinal Regression 2 links

E Wikipedia: Ordinal regression Ref…
S statsmodels worked example: Ordinal Regression (OrderedModel) Docs

Ranking 1 link

E Learning to rank (overview and problem formulations) Ref…

Regression 1 link

E Wikipedia: Regression analysis Ref…

Sequence Labeling 2 links

C Michael Collins’ notes on Conditional Random Fields PDF
E Sequence labeling (Wikipedia) Ref…

Structured Prediction 1 link

E Structured prediction (overview and examples) Ref…

Time Series Forecasting 2 links

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