搜索资源列表
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ICA is used to classify text in extension to the latent semantic indexing framework. ICA show to align the context grouping structure well in a human sense [1], thus can be used for unsupervised classification. The demonstration shows this on medical
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Computational Intelligence IRIS dataset Classification
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this folder contain universal dataset for classification
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这是一个libsvm grid的改进,除了可以搜索分类中的C和gamma,还可以搜索小的整数.-This file is a slight modification of grid.py of libsvm. In addition to parameters C, gamma in classification, it searches for epsilon as well.
Usage: grid.py [-log2c begin,end,step] [-log2g begin
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基于朴素贝叶斯的分类练习，在UCI数据库中的breast数据集上进行的测试-Bayesian classification based on practice, in the UCI database data set on breast test
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perform SOM and LVQ on 2 UCI dataset and compare thier classification accuracy.
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In this paper, we present two novel class-based
weighting methods for the Euclidean nearest neighbor algorithm
and compare them with global weighting methods
considering empirical results on a widely accepted time series
classification benchm
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The code is for Classification using Gaussian Method on the Multi Variate Dataset with no missing values.
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In this paper, we present two novel class-based
weighting methods for the Euclidean nearest neighbor algorithm
and compare them with global weighting methods
considering empirical results on a widely accepted time series
classification benchm
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用Fisher算法对usps数据集进行分类，对每个部分都有很好的说明，对画图也有详细说明-USPS dataset using Fisher algorithm classification, each part has a good descr iption of the drawing there are described in detail
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用MSE算法对usps数据集进行分类，对每个部分都有很好的说明，对画图也有详细说明-USPS dataset using MSE algorithm classification, each part has a good descr iption of the drawing there are described in detail
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TCM-KNN 算法 用于聚类分析
Debug内包含txt格式dataset 以及测试数据
程序可实现 对测试数据的自动分类-TCM-KNN algorithm for clustering analysis Debug txt format dataset contains data and test procedures can be realized on the automatic classification of test data
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文本分类算法，讲数据集20newsgroup分类。可自定义形式-Text classification algorithms, speaking dataset 20newsgroup classification. Customizable forms
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数据挖掘有用的数据集，java用的数据集-dataset，classification ，。。
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文本分类：朴素贝叶斯分类器例子，采用Multi-Variate Bernoulli Event Model。一个文件为训练，一个文件为测试，采用20newsgroups数据集。-Text classification: Naive Bayes classifier example, the use of Multi-Variate Bernoulli Event Model. A file for training, a file for testing, using 20newsgroups
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Hybridizing Filters and Wrapper Approaches for
Improving the Classification Accuracy of
Microarray Dataset
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利用数据挖掘分类器的原理对从UCI数据库中下载的心脏病数据集进行分类-The principles of data mining classifier downloaded UCI dataset heart disease classification
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vad_directed_by_noise_classification.m
This code is an implementation of VAD algorithm proposed in:
Robust voice activity detection directed by noise classification
please cite the article in your paper:
Robust voice activity detec
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Multilabel是一个分类算法，数据集生成具有一定规则性；规则如下：
pick the number of labels: n ~ Poisson(n_labels)
n times, choose a class c: c ~ Multinomial(theta)
pick the document length: k ~ Poisson(length)
k times, choose a word: w ~ Multinomial(theta_c)-This exampl
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A Study on NSL-KDD Dataset for Intrusion
Detection System Based on Classification
Algorithms
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