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To further analyze the impact of features on prediction performance and choose an optimized subset, feature evaluation was done by using the select attributes module in Weka 3.6.1 [35] according to the square of the weight assigned by the SVM [36].
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"Kaplan's purpose is to help the United States achieve its destiny by using the selected wisdom of the past as a guide," Donald Kagan wrote here in 2002.
Kaplan's purpose is to help the United States achieve its destiny by using the selected wisdom of the past as a guide.
Our study is an attempt to improve the performance of the conventional instruments by using the selected best anatomical references.
At this point, we can proceed with the parameters' optimization for each model by using the selected set of features.
Moreover, we found some interesting explanation about the property of CMM based on chemical information by using the selected descriptors.
However, they fail to consider the performance of some specific learning task, e.g. regression, by using the selected features.
Then by using the selected input variables, the discharge coefficient was modeled with ANFIS, artificial neural network, support vector machine and multi non linear regression methods.
By using the selected model, the thermal performance of MCSHP under different refrigerant filling ratios, air flow rates and height differences were analyzed and findings were presented.
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