2020-11-13课程笔记5 分钟 读完 (大约 693 个字)CMSC 5724 Data Mining and Knowledge Discovery - Lecture 09 Centroid-based clustering 阅读更多
2020-11-06课程笔记5 分钟 读完 (大约 732 个字)CMSC 5724 Data Mining and Knowledge Discovery - Lecture 08 Classification (Re-defined) Linear Classification - Generalized Multiclass Perceptron Theorem 阅读更多
2020-10-30课程笔记5 分钟 读完 (大约 808 个字)CMSC 5724 Data Mining and Knowledge Discovery - Lecture 07 Recall Motivation Theorem Kernel Function Polynomial Kernel Gaussian Kernel Perceptron 阅读更多
2020-10-23课程笔记4 分钟 读完 (大约 630 个字)CMSC 5724 Data Mining and Knowledge Discovery - Lecture 06 Review SVM problem Optimal Plane Approximate Plane 阅读更多
2020-10-17课程笔记5 分钟 读完 (大约 793 个字)CMSC 5724 Data Mining and Knowledge Discovery - Lecture 05 Review VC-dimension VC-dimension of Extended Linear Classifies VC-Based Generalization Theorem 阅读更多
2020-10-09课程笔记4 分钟 读完 (大约 626 个字)CMSC 5724 Data Mining and Knowledge Discovery - Lecture 04 Linear classification Perceptron Theorem Proof 阅读更多
2020-09-24课程笔记5 分钟 读完 (大约 716 个字)CMSC 5724 Data Mining and Knowledge Discovery - Lecture 03 An alternative way to describe the Bayes method Bayesian network 阅读更多
2020-09-17课程笔记3 分钟 读完 (大约 495 个字)CMSC 5724 Data Mining and Knowledge Discovery - Lecture 02 Bayesian Classification Naive Bayes Classification 阅读更多
2020-09-10课程笔记21 分钟 读完 (大约 3110 个字)CMSC 5724 Data Mining and Knowledge Discovery - Lecture 01 Classification Decision Trees Generalization Theorem Proof 阅读更多