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The scientific payload is a grab bag of experiments.
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As features for the ML, we used bag of words, experimenting with unigrams, bigrams and trigrams.
This bag-of-visual-words is used for all experiments.
Although many additional features such as part-of-speech could have been used, we have limited the experiments to a simple bag-of-words representation.
We build a bag-of-visual-words by random sampling from each image collection for each experiment.
Yet his arguments are ultimately unsatisfying, not because they are weak but because memetics is less a science than a grab bag of analogies and untestable thought experiments.
Figure 14 illustrates bag-of-features.
Two sets of experiments were carried out: Set I: We compared RF, boosting, bagging and SVM performance with repeated random sub-sampling.
To evaluate the performance and volatility tolerance, we present experiment results for bag of tasks applications and message passing applications.
We ran the experiment using a bag of chips; perhaps not the healthiest thing one could be buying.
In one set of experiments, they were able to recover intelligible speech from the vibrations of a potato-chip bag photographed from 15 feet away through soundproof glass.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com