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Combining Exploratory Projection Pursuit and Projection Pursuit Regression with Application to Neural Networks
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We present a novel classification and regression method that combines exploratory projection pursuit (unsupervised training) with projection pursuit regression (supervised training), to yield a new family of cost/complexity penalty terms. Some improved generalization properties are demonstrated on real-world problems.
Title: Combining Exploratory Projection Pursuit and Projection Pursuit Regression with Application to Neural Networks
Description:
We present a novel classification and regression method that combines exploratory projection pursuit (unsupervised training) with projection pursuit regression (supervised training), to yield a new family of cost/complexity penalty terms.
Some improved generalization properties are demonstrated on real-world problems.
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