TiMBL

免费编程助手数据分析学术研究开发者工具

TiMBL is an open-source machine learning tool implementing memory-based learning algorithms for classification tasks.

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核心功能

Fast, decision-tree-based implementation of k-nearest neighbor classification

Implementations of IB1 and IB2, IGTree, TRIBL, and TRIBL2 algorithms

Similarity metrics including Overlap, MVDM, and Cosine

Feature weighting metrics like information gain and chi squared

Multi-CPU support and server functionality

适用场景

Natural language processing tasksSupervised machine learning classificationData imputation and analysis

适合人群

Researchers and developers in machine learningNatural language processing professionalsData scientists

定价

免费

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TiMBL

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核心功能

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