Sentence examples for model building data from inspiring English sources

The middle phase of this training will be geared to model building, data analysis, and publication.

Figure 6 indicates the MSE values on model building data by aggregating different numbers of ELM models.

Digital twins help solve challenges of model building, data reduction, cleaning and labeling, analysis, learning and prediction: Think of them as independent actors that continuously process (their own) streaming data, update their state, and compute and share insights over their links, making the real-world model a live, stateful, computational graph.

AWS recognized that these types of predictions required lots of different expertise around statistical analysis, model building, data cleansing and so forth, then there was the whole idea of ingesting and scaling to deal with varying amounts of data and figuring out how to make predictions.

The predictive models were built using a model building data set (299 randomly selected interviews).

Total and average omission values evaluate how well GARP predicts the presence of known locality points not included in the model building data.

This approach of separating the model-building data from the model-testing data provides a rigorous test of our mathematical modeling strategies using data that are pre-existing in the literature.

The technical appendix gives a more detailed description of the data collection and classification, model building, missing data patterns, and data imputation, along with a number of supplementary results.

It is a complete solution that makes the process of predictive model building and data mining a systematic and step-by-step process.

Further model building using data from different populations and different input variables is needed to establish the stability of this particular decision tree and to perhaps construct a tree with even better predictive characteristics and user-friendliness.

For more parsimonious model building, a data mining for the five proteins was conducted using an unsupervised hierarchical clustering and a heatmap showed the expression patterns of the five proteins.