連續預縮機 的英文怎麼說
中文拼音 [liánxùyùsuōjī]
連續預縮機
英文
continuous shrinking machine- 連 : Ⅰ動詞1 (連接) link; join; connect 2 (連累) involve (in trouble); implicate 3 [方言] (縫) ...
- 續 : Ⅰ形容詞(連接不斷) continuous; successive Ⅱ動詞1 (接在原有的后頭) continue; extend; join 2 (...
- 預 : Ⅰ副詞(預先; 事先) in advance; beforehand Ⅱ動詞(參與) take part in
- 縮 : 縮構詞成分。
- 機 : machineengine
- 連續 : continuation; succession; series; continuity; continuing; running; continuous; successive; contin...
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Continuous shrinking machine
連續預縮機Firstly, some basic algorithms for inducing decision tree are discussed, including id3, which uses information gain to select a splitting attribute when partitioning a training set ; c4. 5, which can deal with numeric attributes ; cart, which uses gini rule in attribute selection and induces a binary tree ; public, which puts tree pruning in the tree building phase ; interactive method, which puts artificial intelligence and human - computer interaction into the procedure of decision tree induction ; as well as sliq and sprint which are scalable and can be easily parallelized. advantages and disadvantages of these algorithms are also presented
文中詳細闡述了幾種極具代表性的決策樹演算法:包括使用信息熵原理分割樣本集的id3演算法;可以處理連續屬性和屬性值空缺樣本的c4 . 5演算法;依據gini系數尋找最佳分割並生成二叉決策樹的cart演算法;將樹剪枝融入到建樹過程中的public演算法;在決策樹生成過程中加入人工智慧和人為干預的基於人機交互的決策樹生成方法;以及突破主存容量限制,具有良好的伸縮性和并行性的sliq和sprint演算法。
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