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Air compressors have become critical equipment in different industrial applications such as metallurgy, mining, machinery manufacturing, petrochemical industry, transportation, etc. However, because of their complex structure and often harsh working environment, air compressors inevitably face a variety of faults and failures during their operation...
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Context 1
... is based on N decision trees built using bagging ("boots trap aggregating") in which every tree takes a random sample of the data and every node in the tree is divided based on the optimum variable in the subset of input features obtained by the Gini index as a measure of attribute selection [55] after computing the impurity of the attributes with respect to the classes. Figure 2 illustrates a schematic diagram of the RF algorithm. ...
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