Exact(24)
Davidson had been treating Michelle for symptoms associated with the supervised visits.
We also compare the unsupervised strategy with the supervised method.
Those features are usually selected and/or combined to reduce their dimensionality before training a classifier with the supervised learning techniques [36].
This was demonstrated by another study where the clusters extracted from the SOM showed striking correspondence with the supervised classes [44, 50].
In contrast with the supervised learning, unsupervised learning does not require labeled training data and the environment only provides inputs without desired targets.
In contrast with the supervised approaches, unsupervised algorithms do not require labeled training data such as game theory, reinforcement learning, genetic algorithms, Markov model, ABC, entropy, and Bayesian approaches.
Similar(36)
In the rehabilitation of patients with COPD, the supervised exercise training is recommended to last at least six to eight weeks with twice-weekly sessions [ 2].
The detection accuracy is comparable with that of the supervised classification, and F-scores range between 77% and 91%, depending on the facial event.
Note that the dependencies with respect to the supervised variable are not taken into account.
The exercise intensities comply with those of the supervised sessions.
In this study, we propose a new method that combines the semi-supervised boosting framework with the underlying supervised learning algorithm SVM to predict hot spots.
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