高级数据结构1
# 概述 用到的资料包括: 课程主页: 6.851: Advanced Data Structures 课程视频: 【MIT 公开课】6.851 高级数据结构(完结・中英字幕・机翻) # 计算模型 数据结构的讨论基于 pointer machine 模型。该模型包括一个根节点 (root), 合法的操作包括 新建节点 x = new node 域查找 look up fields x = y.field 域设置 set up fields x.field = y 基本计算 x = y+z etc. 其中, x, y 是根节点的域。删除节点的操作暂时不讨论。 # Temporal...
more...机器学习实验报告(10):随机森林
# Experiment 10: Random Forest This is the report of Experiment 10: Random Forest. # Purpose This is a relaxing experiment. In this experiment, we need to complete some requirements according to the experimental instructions, which are about implementing a random forest. # Procedure and Results We...
more...机器学习实验报告(5):支持向量机
# Experiment 5: SVM This is the report of Experiment 5: SVM. # Linear SVM - basic # Purpose In this part, we will use a basic linear SVM to classify a group of data. The train set and test set are given as file training_1.txt and test_1.txt. # Procedure A basic linear SVM with regular term can be...
more...机器学习实验报告(9):决策树
# Experiment 9: Decision Tree This is the report of Experiment 9: Decision Tree. # Purpose In this experiment, we want to classify the given wine dataset with a decision tree. I chose the ID3 algorithm, which decides whether it's a leaf node with information gain. # Procedure # generate training...
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