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These findings implied that a practice scheme of calibration can be implemented in learning English vocabulary or in learning any other languages.
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Also, simulation games are found to be popular in this review, due to the fact that they are implemented in authentic learning environments, namely in Health Sciences and Biology.
On the positive side there are many advantages in reverse engineering networks by interactively tracing out patterns of influence of genes on other genes using the powerful means of signal detection implemented in machine learning methods.
In fact, the major differences among tools are the consensus sequences they used for the comparison with the input sequences, the statistical models applied to this comparison, and the training methods implemented in machine learning approaches, which will be introduced later in this section.
Some of them are implemented in various machine learning packages, but many are not.
We experimented three classification algorithms: LMT, MLR with a ridge estimator, and SVM implemented in WEKA machine learning toolkit [25].
All models were implemented in scikit-learn (Version 0.18.1) by using Random Forest (RF) with default parameters.
The decision tree algorithm implemented in scikit-learn is CART (Classification and Regression Trees).
We relied on regression models previously used with social media features for ILI dynamics prediction - AdaBoost (DecisionTree regressor), RandomForest, and Linear regressors [17] implemented in scikit-learn [51].
For classification purposes, all structures were encoded as 512-bit Morgan fingerprints with radius 2 and random forest classifier consisting of 100 trees implemented in Scikit-learn [32] was used.
The atomistic structures were converted into a GMM by first sampling points from the density, and then fitting the sample using the expectation-maximization algorithm implemented in scikit-learn (Pedregosa et al., 2011).
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