✦ LIBER ✦

Combining decision tree and Naive Bayes for classification

✍ Scribed by Li-Min Wang; Xiao-Lin Li; Chun-Hong Cao; Sen-Miao Yuan

Book ID: 108197493
Publisher: Elsevier Science
Year: 2006
Tongue: English
Weight: 327 KB
Volume: 19
Category: Article
ISSN: 0950-7051
DOI: 10.1016/j.knosys.2005.10.013

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

A decision tree-based attribute weightin

A decision tree-based attribute weighting filter for naive Bayes

✍ Mark Hall 📂 Article 📅 2007 🏛 Elsevier Science 🌐 English ⚖ 244 KB

An Improvement to Naive Bayes for Text C

An Improvement to Naive Bayes for Text Classification

✍ Wei Zhang; Feng Gao 📂 Article 📅 2011 🏛 Elsevier 🌐 English ⚖ 295 KB

Improving Tree augmented Naive Bayes for

Improving Tree augmented Naive Bayes for class probability estimation

✍ Liangxiao Jiang; Zhihua Cai; Dianhong Wang; Harry Zhang 📂 Article 📅 2012 🏛 Elsevier Science 🌐 English ⚖ 251 KB

Constrained domain maximum likelihood es

Constrained domain maximum likelihood estimation for naive Bayes text classification

✍ Jesús Andrés-Ferrer; Alfons Juan 📂 Article 📅 2009 🏛 Springer-Verlag 🌐 English ⚖ 603 KB

Classification of complete blood count a

Classification of complete blood count and haemoglobin typing data by a C4.5 decision tree, a naïve Bayes classifier and a multilayer perceptron for thalassaemia screening

✍ Damrongrit Setsirichok; Theera Piroonratana; Waranyu Wongseree; Touchpong Usavan 📂 Article 📅 2012 🏛 Elsevier Science 🌐 English ⚖ 457 KB

An evolutionary algorithm for constructi

An evolutionary algorithm for constructing a decision forest: Combining the classification of disjoints decision trees

✍ Lior Rokach 📂 Article 📅 2008 🏛 John Wiley and Sons 🌐 English ⚖ 232 KB

Decision forest is an ensemble classification method that combines multiple decision trees to in a manner that results in more accurate classifications. By combining multiple heterogeneous decision trees, decision forest is effective in mitigating noise that is often prevalent in real-world classifi