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After filling these gaps, a deliberate omission of data was executed and the omitted data was recovered.
"The difference in a successful machine learning project often boiled down to how well the gathering and use of labeled data was executed and managed.
The analysis of the FLIM data was executed on a laptop computer (Acer Aspire 5930G with a Intel Centrino 2 P8600 (2.4 GHz) and 3 GB of RAM) in MATLAB (The MathWorks, Natick, MA), which provides different optimization functions.
The RAMQ data linkage with the QSI survey data was executed and retrieved with SAS version 9.2 statistical software.
Preprocessing of ECG data was executed by bandpass filters with different frequency ranges for baseline drifting removal and artifact attenuation.
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To validate the combination algorithm, the postprocessing experiments based on the real MMF data are executed.
There are several application scenarios where the test data have been obtained at a different program representation as where the test data are executed: when using model-based testing, when the software has evolved over time, or the test-data generation is done on higher program representations to achieve easy retargetability of the test-data generation.
To reduce the effect of system-wise randomness and noises on the results, each input data were executed three times to get the average results, and the average results were compared.
However, since the completion of data collection was executed with less than 10% of the participants, we expect social desirability bias due to assisted completion of data collection to be limited.
Data collection was executed with a structured questionnaire with participation from different stake holders working in wind industry at the capacity of "Service Head," Operation & Maintenance engineers, shift engineers, condition monitoring system engineers, WET developers, Researchers, etc.
Data analysis was executed using Ultrascan II [34] where 3 scans at 3 different speeds were simultaneously fitted to a one-component model.
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