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Class-conditional probability 類條件概率 

Classification and regression tree/CART 分類與回歸樹 

Classifier 分類器 

Class-imbalance 類別不平衡 

Closed -form 閉式 

Cluster 簇/類/集群 

Cluster analysis 聚類分析 

Clustering 聚類 

Clustering ensemble 聚類集成 

Co-adapting 共適應 

Coding matrix 編碼矩陣 

COLT 國際學習理論會議 

Committee-based learning 基于委員會的學習 

Competitive learning 競爭型學習 

Component learner 組件學習器 

Comprehensibility 可解釋性 

Computation Cost 計算成本 

Computational Linguistics 計算語言學 

Computer vision 計算機視覺 

Concept drift 概念漂移 

Concept Learning System /CLS 概念學習系統 

Conditional entropy 條件熵 

Conditional mutual information 條件互信息 

Conditional Probability Table／CPT 條件概率表 

Conditional random field/CRF 條件隨機場 

Conditional risk 條件風險 

Confidence 置信度 

Confusion matrix 混淆矩陣 

Connection weight 連接權 

Connectionism 連結主義 

Consistency 一致性／相合性 

Contingency table 列聯表 

Continuous attribute 連續屬性 

Convergence 收斂 

Conversational agent 會話智能體 

Convex quadratic programming 凸二次規劃 

Convexity 凸性 

Convolutional neural network/CNN 卷積神經網絡 

Co-occurrence 同現 

Correlation coefficient 相關系數 

Cosine similarity 余弦相似度 

Cost curve 成本曲線 

Cost Function 成本函數 

Cost matrix 成本矩陣

Cost-sensitive 成本敏感 

Cross entropy 交叉熵 

Cross validation 交叉驗證 

Crowdsourcing 眾包 

Curse of dimensionality 維數災難 

Cut point 截斷點 

Cutting plane algorithm 割平面法

Data mining 數據挖掘 

Data set 數據集 

Decision Boundary 決策邊界 

Decision stump 決策樹樁 

Decision tree 決策樹／判定樹 

Deduction 演繹 

Deep Belief Network 深度信念網絡 

Deep Convolutional Generative Adversarial Network/DCGAN 深度卷積生成對抗網絡 

Deep learning 深度學習 

Deep neural network/DNN 深度神經網絡 

Deep Q-Learning 深度 Q 學習 

Deep Q-Network 深度 Q 網絡 

Density estimation 密度估計 

Density-based clustering 密度聚類 

Differentiable neural computer 可微分神經計算機 

Dimensionality reduction algorithm 降維算法 

Directed edge 有向邊 

Disagreement measure 不合度量 

Discriminative model 判別模型