Sentence examples for selected machine from inspiring English sources
Figure 1 shows the schematic diagram of the experimental setup which deals with the equipment used for measurement of different performance characteristics, selected machine tool, cutting parameters, cutting tool material, statistical method for machinability investigation and scanning electron microscope for observation.
The designed model enables failure prediction of the whole equipment, its particular parts and selected machine groups.
The obtained hybrid fingerprints are used as an input for the selected machine learning methods (e.g. SVM, RF, J48, Naïve Bayes) implemented in WEKA software [4].
This study has compared a range of semi-quantification approaches with three selected machine learning methods in order to evidence whether classical machine learning techniques are a superior means of classifying (I123 FP-CIT data I123 FP-CIT andatanormal groups.
The first part MA is a vector ({V}_{1}) with a length L equal to the total number of operation, where each index represents the selected machine to process an operation indicated at position p, see Fig. 3a.
Selected machine learning methods and their modifications (AdaBoostClassifier with DecisionTreeClassifier, RandomForestClassifier, GradientBoostingClassifier) were applied in this analysis in order to estimate received optical power parameter based on series of weather parameters.
Randomly selected machines should be continually tested throughout Election Day.
The selected machining parameters were cutting speed (Vc), feed rate (f) and depth of cut (ap).
It is worth mentioning that the part operations processed by the randomly selected machines will be remained with them.
For the comparison of surface structures between the tested implants, two regions of interest were selected: machined and rough area (compare Figs. 1 and 3).
Further principal component analysis is applied to calculate the weighting values corresponding to the selected machining characteristic indexes in order to determine their relative importance during the process.
