Sentence examples for model performance reported from inspiring English sources

To test whether phylogenetic relatedness of our data instances artificially inflates model performance reported by cross-validation, we reduced the original data set by allowing only one instance (randomly chosen) for each species.

The statistics for both (Table 1) are inferior to the model performances reported by Hansen et al.[26], but that is to be expected given the much smaller training set used here.

We considered using BRT to complement the logistic model because of its higher predictive performance reported in several studies [ 26],[ 35],[ 36] and its ability to fit complex non-linear relationships and interactions between risk factors [ 23].

Is model performance assessed and reported?

I.B.M. has become a model of predictably solid financial performance, reporting a modest increase in revenue but a greater increase in profit.

Previously published studies should be critically reviewed, in light of the current results, to assess if the reported model performance is not overestimated by inappropriate use of a test set and, if this is not the case, to consider if an independent study would confirm the reported model performance.

We compared model performance to experimental data reported by Elvevåg and colleagues [12].

Christian Nielsen is a professor of business models and performance reporting at Aalborg University in Aalborg, Denmark, and at Inland Norway University of Applied Sciences in Norway.

To report model performance characteristics in tables we chose the predicted probability threshold that resulted in 90% specificity before correcting for optimism (see below).

Coefficients, model performance, and sensitivity analysis are reported for the pragmatic model only.

Details of the model development are provided along with a Calculation Report for each chemical prediction; the latter reporting model performance statistics within both local and global applicability domains, as well as metrics for determining confidence in the chemical prediction.