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Provide a python code that is used for predictive machine learning models.You have data from several parameters in the industrial equipment , there are failures
Provide a python code that is used for predictive machine learning models.You have data from several parameters in the industrial equipment there are failures within the data.The data has date nd time at an interval of one hour, first train different models to accurately predict failure of the equipment and the check the performance of the different models to choose the best model.With the best model predict the probability of failure and plot this over the predicted time period.The data needs processing and selection of most important features needs to be done before the data is feed into the models for training.Provide all possible plots used in predictive models for purposes of visualizing the results.
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