Machine Learning Algorithms Quiz

What is the primary attribute selection criterion used in the C4.5 decision tree algorithm?

Which algorithm is known for its assumption of independence among attributes when making classification decisions?

In the context of decision trees, what aspect is emphasized by the repeated mention of 'Attribute Selection Information Gain'?

Qual es le nomine del algorithmo que assume independantia inter le attributos in le decisiones de classification?

Qual es le criterio principal de selection de attributo usate in le algorithmo de arbores de decision C4.5?

In le contexto del arbores de decisiones, qual aspecto se accentua per le mention repetitionate de 'Information Gain de Selection de Atributo'?

In the context of data preprocessing, which technique is used to ensure that all variables have the same scale?

What is the process called where irrelevant or noisy data is detected and removed from a dataset?

Which technique is used in data transformation to scale each input variable separately by the range of that variable?

What is the term for the process of combining data from multiple sources into a coherent data store?

Which method is used in data reduction to select a subset of relevant features for use in model construction?