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From Figure 1a, we note that initially toxics outnumber other molecular datasets in generating features.
(1) Automatically generating features (ε-balls) from local image patches rather than designing marginal feature carefully and category-specifically.
The process of generating features from raw data is known as feature engineering and it can take significant manual effort.
The fundamental objective of this step is dimensionality reduction by representing face space in lower dimensional space by generating features that are optimally uncorrelated.
Due to their positive characteristics, like strength increasing and film generating features, they are more and more used for various purposes as additives in the paper industry [12, 21, 22].
We had to make a choice, spend months rewriting the platform and delay any revenue generating features we had planned or patch things up in the hope we'd get investment further down the line," says Mutlu.
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In the first stage, a feature extraction approach, which named WGOH descriptor, is adopted for generating feature vectors.
In certain scenarios where generating feature sets takes too long for the effectiveness of the system, perhaps generating feature selection sets could be delegated to an offline process similar to what Bass proposed for offline Data Mining [36].
Monte-Carlo simulations are used for generating feature vector samples and outputs for construction of necessary data for ANFIS.
Counter voting, rather than majority voting or weighted voting, is used to classify multiclass data because generating feature space on each binary-class is more accurate than directly generating feature space on multiple classes.
Feature generation : after image pre-processing, we generate features that represent different gene expression patterns in images.
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