The instance-level exploration part covers methods to help better understand "how a model yields a prediction for a particular single observation" for predictive models with both a small and a large number of e
In summary, our exploratory analysis examined the relationship between economic preferences, individual environmental attitudes, and the early adoption of smart energy technologies in the context of demand response in the electricity market. Our findings contribute to the existing literature by demonstrating...
. For experimental tests, we run a pre-registered online experiment about movie preferences (N = 230). For computational tests, we leverage two large cultural datasets, namely the Internet Movie Database (N = 9424 movies) and the Movie Personality Dataset (N = 3.5 million partic...
CDFs were estimated as Gumbel functions using kernel density estimation35on condition-pooled data. Pairwise comparisons reflecting main and interaction effects of all within- and between-participants factors of the mixed ANOVA design were performed by subtraction of CDFs. Non-parametric statistical evalua...
The partners conducted an exploratory analysis of their Phase III TROPION-Lung01 study and found that in patients positive for TROP2-QCS, Dato-DXd led to a 43% drop in the risk of disease progression or death versus docetaxel. This effect was statistically significant, accor...
We can thus infer water use strategies that are consistent with those encoded in soil moisture observations, and with more mechanistic underpinnings compared to exploratory data analysis. Using Π groups to link vegetation, soil and climatic conditions to optimal plant water use performance, we ...
Further, reduced learning about the predictive value of a CS promotes the formation of context–US associa- tions [48]. This can lead to contextual, rather than strong cue- specific, reactivity (e.g., to Carl's living room). Another study suggesting altered appetitive learning in obese ...
Moreover, individual displacements into new areas are usually preceded by exploratory movements, and consequently the worst locations may remain empty for a long time after the passage of the front. In future work it could be of interest to develop models that incorporate such factors20 and/or ...
Using experimental simulations, we were able to characterise the exploratory model using the explicit models. We found that the exploratory model converged with the reward-oriented model’s predictions when one option was clearly better than the others, but that it predicted pattern-based explorations...
(a) Shows the speed of fronts for the Bantu expansion that transformed southeastern Africa from a land of hunter-gatherers into one of farmers from about 3,400 until 1,400 yr BP. The observed range for the front speed, estimated from archaeological data, is shown as a horizontal hatched...