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Architects Research Society
Architects Research Society
Oct 28, 2016 · Artificial Intelligence

Phishing Website Detection Using Machine Learning Models in R

This article presents a step‑by‑step machine‑learning analysis of the UCI Phishing Websites dataset in R, loading the data, training boosted logistic regression, SVM, tree‑bagging, and random‑forest models, comparing their accuracies, and identifying the most important predictive features for phishing detection.

RSVMcaret
0 likes · 11 min read
Phishing Website Detection Using Machine Learning Models in R
Tencent IMWeb Frontend Team
Tencent IMWeb Frontend Team
May 3, 2016 · Backend Development

Master npm Dependency Versioning: Caret (^), Tilde (~) and Range Syntax Explained

This article explains how npm interprets dependency version specifiers such as caret (^), tilde (~), and range operators, illustrates their effects with lodash examples, covers semantic versioning rules, special cases like 0.x.x versions, and provides test cases to help developers choose the appropriate version constraints.

caretdependency managementlodash
0 likes · 10 min read
Master npm Dependency Versioning: Caret (^), Tilde (~) and Range Syntax Explained