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Predictive Analysis Library (PAL) - Algorithms Supported I
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Association Analysis
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Apriori
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Apriori Lite
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FP-Growth *
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KORD – Top K Rule Discovery **
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Classification Analysis
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CART *
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C4.5 Decision Tree Analysis
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CHAID Decision Tree Analysis
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K Nearest Neighbour
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Logistic Regression
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Back-Propagation (Neural Network) **
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Naïve Bayes
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Support Vector Machine
* New in SPS 08
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Cluster Analysis
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ABC Classification
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DBSCAN
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K-Means
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K-Medoid Clustering *
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K-Medians **
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Kohonen Self Organized Maps
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Agglomerate Hierarchical
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Affinity Propagation
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Regression
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Multiple Linear Regression
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Polynomial Regression
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Exponential Regression
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Bi-Variate Geometric Regression
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Bi-Variate Logarithmic Regression
** New in SPS 09
– Names to be finalized
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Time Series Analysis
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Single Exponential Smoothing
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Double Exponential Smoothing
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Triple Exponential Smoothing
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Forecast Smoothing
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ARIMA *
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Brown Exponential Smoothing **
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Croston Method **
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Forecast Accuracy Measure**
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Linear Regression with Damped Trend
and Seasonal
Adjust**