Description: Highlights include unsupervised and supervised machine learning techniques including:
• K-means and other clustering tools
• Neural Networks
• Decision trees and ensemble learning
• Naï ve Bayes Classification
• Linear, logistic and nonlinear regression
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File list (Check if you may need any files):
Machine Learning
................\Classification
................\..............\comparisonPlot.m
................\..............\featureImp.m
................\..............\html
................\..............\....\MachineLearning.html
................\..............\....\MachineLearning.png
................\..............\....\MachineLearning_01.png
................\..............\....\MachineLearning_02.png
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................\..............\....\MachineLearning_small.html
................\..............\....\MachineLearning_small.png
................\..............\....\MachineLearning_small_01.png
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................\..............\....\MachineLearning_small_05.png
................\..............\....\MachineLearning_small_06.png
................\..............\....\MachineLearning_small_07.png
................\..............\ImportBankData.m
................\..............\MachineLearning.m
................\..............\NNfun.m
................\..............\plotBarStackGroups.m
................\..............\preparedataNN.m
................\..............\removequotes.m
................\..............\rotateXLabels.m
................\Clustering
................\..........\BondData.mat
................\..........\bubbleplot.m
................\..........\Example_Clustering.m
................\..........\html
................\..........\....\Example_Clustering.html
................\..........\....\Example_Clustering.png
................\..........\....\Example_Clustering_01.png
................\..........\....\Example_Clustering_02.png
................\..........\....\Example_Clustering_03.png
................\..........\....\Example_Clustering_04.png
................\..........\....\Example_Clustering_05.png
................\..........\....\Example_Clustering_06.png
................\..........\....\Example_Clustering_07.png
................\..........\....\Example_Clustering_08.png
................\..........\....\Example_Clustering_09.png
................\..........\....\Example_Clustering_10.png
................\..........\....\Example_Clustering_11.png
................\..........\....\Example_Clustering_12.png
................\..........\....\Example_Clustering_13.png
................\..........\plotBondClusters.m
................\..........\plotClusterProb.m
................\..........\plotSimilarityMatrix.m
................\Readme.txt
license.txt
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