Sentence examples for generate artificial data from inspiring English sources
"generate artificial data" is a grammatically correct phrase and can be used in written English
It is commonly used in the fields of computer science, statistics, and data analysis when describing the creation of data for research or simulation purposes. Example: "The researchers used a computer algorithm to generate artificial data that mimicked real-world patterns of customer purchases."
Specifically, they generate artificial data that can be used by any algorithm, not constraining the options of the user.
The approach proposed in this study is meant to overcome this problem by using detailed individual-based simulations to generate artificial data.
In order to increase the number of tests we introduce stochastic simulations based on time series analysis which generate artificial data with the same stochastic behaviour as the experimental data.
The first strategy is to generate artificial data sets by adding random noise to the original data set, and the second is to choose the change of state variables as training data output.
We then perform Monte Carlo simulations for a range of number of altitude bins, k, and counts per altitude bin, n, to generate artificial data sets given this initial prescription.
In simulation studies, we relied on existing benchmark datasets for epistatic detection to generate artificial data for evaluating the effectiveness of our method.
Random error was added to the set of generated artificial data.
Like over-sampling, generating artificial data points to balance classes has a similar weakness.
For testing purposes, we generated artificial data sets which met pre-specified values of t, m, p, and n.
In order to study the effect of removing putative homoplastic sites in a more systematic way, we generated artificial data sets for caterpillar and balanced trees with 4 to 29 taxa using dawg [ 36].
We generated artificial data and applied different statistical tests; the test statistic proposed by Audic and Claverie, (1997), the Fisher's one- and two-sided exact test, the χ test and a method consisting of calculating the difference in relative frequency.
