wuciawe.github.io

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Zhang Wen Li blog. I'm a currently an IT student. Usually, I like researching about algorithms and new programming languages in my free time. Sometimes, I will also crawl websites for interests or collecting useful data. In this blog, I will summarize my personal experience, what I have done as well as how I solve difficult problems. I hope this blog may be helpful for solving problems and recording useful programming templates and language characteristics. And I will make some blogs about 吳語. A very rou...

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Zhang Wen Li blog. I'm a currently an IT student. Usually, I like researching about algorithms and new programming languages in my free time. Sometimes, I will also crawl websites for interests or collecting useful data. In this blog, I will summarize my personal experience, what I have done as well as how I solve difficult problems. I hope this blog may be helpful for solving problems and recording useful programming templates and language characteristics. And I will make some blogs about 吳語. A very rou...

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https://wuciawe.github.io

Zhang Wen Li blog. I'm a currently an IT student. Usually, I like researching about algorithms and new programming languages in my free time. Sometimes, I will also crawl websites for interests or collecting useful data. In this blog, I will summarize my personal experience, what I have done as well as how I solve difficult problems. I hope this blog may be helpful for solving problems and recording useful programming templates and language characteristics. And I will make some blogs about 吳語. A very rou...

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1

Notes On Ensembles Of Decision Trees

http://wuciawe.github.io/machine%20learning/math/2016/11/25/notes-on-ensembles-of-decision-trees.html

Zhang Wen Li blog. Notes On Ensembles Of Decision Trees. In the previous post, I introduced the Classification And Regression Tree. And also mentioned that a decision tree with too deep depth may cause overfitting. In this post, I will introduce the ensembles of decision trees, which ensemble a lot of shallow decision trees into very strong decision trees. In this post, I will introduce two ways to ensemble decision trees, one is the bagging method, the other is the boosting method. Where (w n i=e {-y iC...

2

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http://wuciawe.github.io/archive.html

Zhang Wen Li blog. March 7, 2017. Raquo; Notes On Promise And Future. March 4, 2017. Raquo; Notes On Jvm Bytecode. March 3, 2017. Raquo; Notes On Memory And Jvm. February 26, 2017. Raquo; Extract From The Godfather. February 20, 2017. Raquo; Notes On Reflection. February 13, 2017. Raquo; Notes On Concurrency In Jvm. February 12, 2017. Raquo; Notes On Word2vec. February 12, 2017. Raquo; Notes On Neural Network. February 11, 2017. Raquo; Softmax Regression Revisit 2. February 9, 2017. February 8, 2017.

3

Notes On The Inclusion Exclusion Principle

http://wuciawe.github.io/math/2016/11/13/notes-on-the-inclusion-exclusion-principle.html

Zhang Wen Li blog. Notes On The Inclusion Exclusion Principle. For finite sets (A 1, A 2, cdots, A n ), we have the identity:. In applications it is common to see the principle expressed in its complementary form. That is, letting (S ) be a finite universal set containing all of the Ai and letting ( bar{A} i ) denote the complement of (A i ) in (S ), by De Morgan’s laws we have. Example - Counting Integers. How many integers in ({1, cdots, 100} ) are not divisible by (2 ), (3 ) or (5 )?

4

The Blog

http://wuciawe.github.io/page2

Zhang Wen Li blog. I'm a currently an IT student. Usually, I like researching about algorithms and new programming languages in my free time. Sometimes, I will also crawl websites for interests or collecting useful data. In this blog, I will summarize my personal experience, what I have done as well as how I solve difficult problems. I hope this blog may be helpful for solving problems and recording useful programming templates and language characteristics. And I will make some blogs about 吳語. It has bee...

5

Notes On Classification And Regression Trees

http://wuciawe.github.io/machine%20learning/math/2016/11/24/notes-on-classification-and-regression-trees.html

Zhang Wen Li blog. Notes On Classification And Regression Trees. CART, abbreviation for the Classification And Regression Tree, is a kind of decision trees, which is able to classify or regress the data as its own name indicated. Naive implementation follows a greedy fashion. Node impurity and information gain. The node impurity is a measure of the homogeneity of the labels at the node. The Gini impurity and entropy are usually for classification, while variance is usually for regression. The information...

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wuciawe.github.io

The Blog

Zhang Wen Li blog. I'm a currently an IT student. Usually, I like researching about algorithms and new programming languages in my free time. Sometimes, I will also crawl websites for interests or collecting useful data. In this blog, I will summarize my personal experience, what I have done as well as how I solve difficult problems. I hope this blog may be helpful for solving problems and recording useful programming templates and language characteristics. And I will make some blogs about 吳語. A very rou...

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