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机器学习笔记(Washington University)- Classification Specialization-week 3
1. Quality metric Quality metric for the desicion tree is the classification error error=number of incorrect predictions / number of examples 2. Greed ...
分类:其他好文   时间:2017-05-13 09:49:32    阅读次数:145
POJ 3895 Cycles of Lanes (dfs)
Description Each of the M lanes of the Park of Polytechnic University of Bucharest connects two of the N crossroads of the park (labeled from 1 to N). ...
分类:其他好文   时间:2017-05-12 21:56:42    阅读次数:238
linux系统管理之存储管理
存储管理:这里我们要学介绍两种磁盘阵列:磁盘阵列是由很多价格较便宜的磁盘,组合成一个容量巨大的磁盘组,利用个别磁盘提供数据所产生加成效果提升整个磁盘系统效能。利用这项技术,将数据切割成许多区段,分别存放在各个硬盘上。一、RAID1.RAID是什么:RAID:RedundantArray..
分类:系统相关   时间:2017-05-12 14:28:37    阅读次数:275
机器学习笔记(Washington University)- Classification Specialization-week one & week two
1. Linear classifier It will use training data to learn a weight or coefficient for each word. We use the gradient ascent to find the best model with ...
分类:其他好文   时间:2017-05-12 00:24:11    阅读次数:137
CF754A
One spring day on his way to university Lesha found an array A. Lesha likes to split arrays into several parts. This time Lesha decided to split the a ...
分类:其他好文   时间:2017-05-12 00:06:25    阅读次数:214
Girls and Boys
传送门 Girls and Boys Time Limit: 5000MS Memory Limit: 10000K Total Submissions: 12717 Accepted: 5659 Description In the second year of the university so ...
分类:其他好文   时间:2017-05-12 00:05:50    阅读次数:276
(转)Awesome Courses
Awesome Courses Introduction There is a lot of hidden treasure lying within university pages scattered across the internet. This list is an attempt to ...
分类:其他好文   时间:2017-05-09 14:59:46    阅读次数:266
机器学习笔记(Washington University)- Regression Specialization-week six
1. Fit locally If the true model changes much, we want to fit our function locally to different regions of the input space. 2. Scaled distance \ we pu ...
分类:其他好文   时间:2017-05-07 19:50:16    阅读次数:125
机器学习笔记(Washington University)- Regression Specialization-week five
1. Feature selection Sometimes, we need to decrease the number of features Efficiency: With fewer features, we can compute quickly Interpretaility: wh ...
分类:其他好文   时间:2017-05-07 11:47:45    阅读次数:182
机器学习笔记(Washington University)- Regression Specialization-week four
1. Ridge regression A way to automatically balance between bias and varaince situations and regulate overfitting when using many features. because the ...
分类:其他好文   时间:2017-05-06 00:54:37    阅读次数:169
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