资源列表
dpa
- 2014年12月science新给出的dpa聚类算法的python实现-December 2014 science given new clustering algorithm python achieve dpa
DiscriminantFunction
- it s discriminant function in matlab code
pyspark_process
- 使用pyspark进行文本分类算法实现,其中使用了tf-idf表示-Use pyspark text classification algorithm, which uses the tf-idf representation
three_gram_train
- 直接从文本文档中统计建立三阶语言模型的MATLAB程序-Text document directly MATLAB programs set up third-order statistical language model
stable_matching
- 自己用c++写的Stable matching稳定婚配理论的算法实现，应该可以直接使用-Stable matching
sel2fasta.pl.tar
- obtain sequences based on list file output by sumaryFasta.pl
Naive-Bayes.py.tar
- Classification algorithm using Naive Bayes. Written for News Group data set. 99 accuracy-Classification algorithm using Naive Bayes. Written for News Group data set. 99 accuracy!!!
WSnet
- 小世界网络模拟，首先从n个顶点环形开始，每个顶点由无向边连接最近的k个顶点，疾病根据传染率r进行传播，并计算临界值rhalf-calculate of smallword networks
logRegres
- Logistic回归主要目的是寻找一个非线性sigmoid的最佳拟合参数，采用梯度上升算法可以达到局部的最优化-The main purpose of Logistic regression is to find the best fitting parameters of a nonlinear sigmoid, and the gradient ascent algorithm can be used to achieve the local optimization.
FCCI
- 模糊联合聚类，可以同时对样本和样本属性进行模糊化，提高算法精度。-fuzzy co-clustering approcah in whitch both the objects and the features
LeastSquareLDAR21
- 蔡登的On The Equivalent of Low-Rank Linear Regressions and Linear Discriminant Analysis Based Regressions的论文源代码-On The Equivalent of Low-Rank Linear Regressions and Linear Discriminant Analysis Based Regressions
bayes
- 基于自然对数改进的朴素贝叶斯,统计TPR,NPR,TFR,TPR-Based on the natural logarithm improved Naive Bayes