资源列表
naivebayes
- 朴素贝叶斯算法 求导致某一结果或现象发生的最可能的条件-Naive Bayes algorithm for the most likely cause of the condition or a result of the phenomenon
maxminjulei
- 最大最小聚类算法改进，和书上的步骤完全一样，可以运行，简单-Maximum and minimum clustering algorithm improvements, and steps on the book exactly the same, it can run, simple
f24
- 使用24点进行快速傅里叶变换fft，进行时域和频域之间的转换-use 24 points to do fft
K-Nearest-Neighbor
- 数据挖掘中经典的KNN（K-最近邻）算法，导入即可运行-Data Mining the classical KNN (K- nearest neighbor) algorithm, you can import operation
randomForest_4.6-12
- 随机森林R语言安装包,可以安装到R语言中，直接调用使用-Random forest R language installation package can be installed to the R language, called directly use
keyword_find
- 实现了将pdf转换为txt,并且进行分模块的关键词抽取算法-Realized convert pdf to txt, and dividing module keyword extraction algorithm
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
FP-tree
- 通过pyspark实现了fptree的使用，得到频繁项集-By pyspark realized fptree used to obtain frequent itemsets
libsvm-3.21.tar
- svm仿真,基于c语言的编写，可以用于matlab，python以及java等多种语言-simulation for svm
rgyq
- 人工鱼群算法的实现代码，有效处理优化寻优问题，比遗传算法、PSO具有更好的优化效果-Artificial fish swarm algorithm code to deal effectively optimize the optimization problem, with better optimization results than the genetic algorithm
cfmatrix
- 这是混淆矩阵源代码，可以输出分类结果的混淆矩阵，用于模式识别，数据挖掘等。-this is cfmatrix code
cluster_Matlab
- 这里比较了几种聚类算法，包括普聚类，kmeans等。-Here compared several clustering algorithms, including Cape clustering, kmeans like.