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Five hundred sites were defined by uniformly random sampling.
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We compare both predictors against a Null Model that takes a uniformly random sample of all users to construct a prediction.
This figure compares the CDEs and clearly shows that the k-center algorithm yields considerably better performance than uniformly distributed random sampling for initializing the k-means algorithm.
In each run of a Monte Carlo simulation, a uniformly distributed random sampling phase ε is generated in the interval [−0.5 T s, + 0.5 T s. The remaining parameters of θ are generated according to the applied channel model.
Figure 14 Price evolution temporal dynamics for a set of 800 routes that where sampled uniformly random by our app's set of requested routes.
Key generation We first choose an element R∋s←χ, and sample a uniformly random element a1∈R q and an error R∋e←χ.
Random: Sampling anchor points uniformly from training dataset as paper [7] does.
Then, we compare two anchor points selection methods to study the performance of LWMF: Random: Sampling anchor points uniformly from training dataset as paper [7] does.
Random outages are modeled by using random sampling of states where uniformly distributed random numbers are generated between 0 and 1.0 for each network component and then they are compared with the probability of the outage of each component.
In order to cover uniformly the spleen, we conducted a stratified random sampling.
In contrast, the patchy environments (Fig. 1B) are created by a random walk process sampling rotations from a uniformly random distribution, and step lengths from a long-tailed Pareto distribution (Preston et al. 2010).
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