The principal components in CPCA are derived only based on the categorical data distribution with an aim to extract maximum information from the original data, which is not guaranteed to have the most significant association with the trait.
We test our methods both against traditional HMMs and, on the SCOP dataset, on HMMs modified with entropy weighting schemes, methods that aim to extract the maximum from the training data in an information-theoretic sense.
From the computation, we aim to extract as much information as possible from a proteomics experiment.
In the response space, we aim to extract tubes that contain the interaction of interest.
In addition, we aim to extract biochemical features contributing to the reaction prediction.
But whereas Rivers Cuomo's blue-balled deluges were cornerstones for emo, the Hearts aimed to extract heart-rending nostalgia out of seemingly commonplace events.
For example, we could compare two experts groups sharing very similar components of expertise except only one difference/variable, with the control group, which aimed to extract this different component in expertise.
The second branch aims to extract the semantic features.
