Sentence examples for model evaluation phase from inspiring English sources

Therefore, during the model evaluation phase, each model was always internally validated using ten-fold cross validation (for SVMs) or out-of-bag prediction (for Random Forests).

For a concise model evaluation, the different phases of the hydrograph have to be considered in multi-metric frameworks with appropriate performance metrics.

The linear model consists of successive phases such as formulation, implementation and evaluation, whereas the cyclic model proposes that the evaluation phase should feed back into the policy formation and implementation phases.

The final phase of the modelling and simulation cycle is the evaluation phase.

The first phase involves the design of the model and the second phase involves model evaluation.

Finally, the mapped testing set was then fed into the trained decision tree to test if the model was able to predict MDD patients from HVs and then performance of the model was measured using the accuracy and the error rate of the model (described in Data evaluation Evaluation Phase).

The BOS protocol consists of the following 4 phases: 1) Planning and simulation phase, 2) Modeling phase, 3) Surgical phase, and 4) Evaluation phase.

The BOS protocol comprises 4 phases: 1) Planning and simulation phase, 2) Modeling phase, 3) Surgical phase, and 4) Evaluation phase.

The research was developed under the second phase of Air Quality Model Evaluation International Initiative (AQMEII).

In both the "evaluation" phase of the rational-experimental model and in the "test" mode of design thinking, this step sets in motion the iterative aspect of these approaches to problem solving, with adherents encouraged to use the information they glean from this phase to return to earlier phases of the process in order to refine either their hypotheses and their solutions, or both.

The first recording is used for training AV models and the second recording is used in evaluation phase.