[DataMining] enrichment.function

Description: Functional analysis for gene array
Platform: | Size: 3072 | Author: 张克飞 | Hits:

[DataMining] kNN

Description: K nearest neighbor algorithm, can be simple and accurate data, in accordance with the set point to the point and the Euclidean distance of the set point size, classification
Platform: | Size: 2048 | Author: dongyanyan | Hits:

[DataMining] GA-BP

Description: The use of genetic algorithm optimization BP neural network weights and thresholds
Platform: | Size: 1024 | Author: 宣树人 | Hits:

[DataMining] MachineLearnngInActionandsourceCode

Description: Machine Learning in Action. Source eode and book
Platform: | Size: 41322496 | Author: Allen | Hits:

[DataMining] treePlotter

Description: Decision tree based on information gain to classify the data, and construct the structure of the tree, the output result is easy to understand
Platform: | Size: 1024 | Author: dongyanyan | Hits:

[DataMining] bayes1

Description: Naive Bayes method is a kind of machine learning algorithm based on the theory of probability, which is a good machine learning algorithm for text analysis.
Platform: | Size: 1024 | Author: dongyanyan | Hits:

[DataMining] logRegres

Description: 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.
Platform: | Size: 1024 | Author: dongyanyan | Hits:

[DataMining] svmMLiA

Description: Support vector machine is the most commonly used classifier, it can be used to solve a two optimization problem to maximize the classification interval, this example uses the SMO algorithm, can greatly optimize the opera
Platform: | Size: 4096 | Author: dongyanyan | Hits:

[DataMining] k_means

Description: This the data mining k-means clustering algorithm, using java language, for persons engaged in clustering helpful
Platform: | Size: 3072 | Author: 李煜 | Hits:

[DataMining] kNN

Description: Written in python knn algorithm and its application to improve the effectiveness and dating sites pairing handwriting recognition systems both instances.
Platform: | Size: 2048 | Author: Amstrong | Hits:

[DataMining] examples

Description: Some basic examples of R language and examples of machine learning
Platform: | Size: 2214912 | Author: peter | Hits:

[DataMining] Combined

Description: Cart Decision tree model optimized using Genetic Algorithm and PSO
Platform: | Size: 3072 | Author: sandeep | Hits: