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- Feature_engineering abstract "Feature engineering is the process of using domain knowledge of the data to create features that make machine learning algorithms work. Feature engineering is fundamental to the application of machine learning, and is both difficult and expensive. The need for manual feature engineering can be obviated by automated feature learning.Feature engineering is an informal topic, but it is considered essential in applied machine learning.Coming up with features is difficult, time-consuming, requires expert knowledge. \"Applied machine learning\" is basically feature engineering.When working on a machine learning problem, feature engineering is manually designing what the input x's should be.".
- Feature_engineering wikiPageExternalLink DeepLearning-Mar2013.pptx.
- Feature_engineering wikiPageID "46207323".
- Feature_engineering wikiPageLength "6369".
- Feature_engineering wikiPageOutDegree "17".
- Feature_engineering wikiPageRevisionID "706865340".
- Feature_engineering wikiPageWikiLink Andrew_Ng.
- Feature_engineering wikiPageWikiLink Brainstorming.
- Feature_engineering wikiPageWikiLink Category:Machine_learning.
- Feature_engineering wikiPageWikiLink Covariate.
- Feature_engineering wikiPageWikiLink Feature_(machine_learning).
- Feature_engineering wikiPageWikiLink Feature_hashing.
- Feature_engineering wikiPageWikiLink Feature_learning.
- Feature_engineering wikiPageWikiLink Feature_selection.
- Feature_engineering wikiPageWikiLink Kaggle.
- Feature_engineering wikiPageWikiLink Kernel_method.
- Feature_engineering wikiPageWikiLink List_of_datasets_for_machine_learning_research.
- Feature_engineering wikiPageWikiLink Machine_learning.
- Feature_engineering wikiPageWikiLink Overfitting.
- Feature_engineering wikiPageWikiLink Predictive_modelling.
- Feature_engineering wikiPageWikiLink Regularization_(mathematics).
- Feature_engineering wikiPageWikiLinkText "Feature engineering".
- Feature_engineering wikiPageWikiLinkText "feature engineering".
- Feature_engineering sign Andrew_Ng.
- Feature_engineering sign "Pedro Domingos".
- Feature_engineering sign "Shayne Miel".
- Feature_engineering sign "Xavier Conort".
- Feature_engineering source ""A Few Useful Things to Know about Machine Learning"".
- Feature_engineering source ""Q&A with Xavier Conort"".
- Feature_engineering source ""What is the intuitive explanation of feature engineering in machine learning?"".
- Feature_engineering source "Machine Learning and AI via Brain simulations".
- Feature_engineering text "Coming up with features is difficult, time-consuming, requires expert knowledge. "Applied machine learning" is basically feature engineering.".
- Feature_engineering text "The algorithms we used are very standard for Kagglers. […] We spent most of our efforts in feature engineering. [...] We were also very careful to discard features likely to expose us to the risk of over-fitting our model.".
- Feature_engineering text "When working on a machine learning problem, feature engineering is manually designing what the input 's should be.".
- Feature_engineering text "…some machine learning projects succeed and some fail. What makes the difference? Easily the most important factor is the features used.".
- Feature_engineering wikiPageUsesTemplate Template:Machine_learning_bar.
- Feature_engineering wikiPageUsesTemplate Template:Math.
- Feature_engineering wikiPageUsesTemplate Template:Quote.
- Feature_engineering wikiPageUsesTemplate Template:Reflist.
- Feature_engineering subject Category:Machine_learning.
- Feature_engineering hypernym Process.
- Feature_engineering type Election.
- Feature_engineering comment "Feature engineering is the process of using domain knowledge of the data to create features that make machine learning algorithms work. Feature engineering is fundamental to the application of machine learning, and is both difficult and expensive.".
- Feature_engineering label "Feature engineering".
- Feature_engineering sameAs Q22245680.
- Feature_engineering sameAs m.0130yz_j.
- Feature_engineering sameAs Проектування_ознак.
- Feature_engineering sameAs Q22245680.
- Feature_engineering wasDerivedFrom Feature_engineering?oldid=706865340.
- Feature_engineering isPrimaryTopicOf Feature_engineering.