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Over all (Clustering Techniques (Hierarchical clustering (single linkage,…
Over all
Clustering Techniques
Hierarchical clustering
single linkage
Complete linkage
Average linkage
BIRCH
k means
Kohonen / SOM
Choosing cluster numbers
Silhouette method
Elbow Method
Pseudo F-statistic
Cluster Validation
Bag of Words Approach
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Dimension Reduction
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PCA
Latent Semantic Analysis
Classification Techniques
Decision Tree
C5.0 (can incorporate cost) + C4.5
CART
Predictive Modelling
Time Series Analysis
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Data Driven
Moving Averages
Centered
Trailing
Exponential smoothing
Model Driven
Descriptive Modelling
Regression
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Linear
Multiple
Explanatory Modelling