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Threshold values based on balancing training omission rate, predicted area and logistic threshold value were incorporated to convert the Maxent default probability distribution to a binary presence/absence [78].
The average minimum training presence was 0.05, and the lowest 10 percentile training omission threshold was 0.36.
These values were then converted to a presence/absence map using the threshold "balance training omission, predicted area and threshold value" [ 41].
Subsequently, the average predictions for current and past conditions of the logistic output of the 100 models were computed and transformed into presence/absence maps applying the average minimum training presence and average 10% training omission as thresholds.
Correspondingly, after 2-odor training, omission of the low-learnability odor 1OCT at test does not reduce associative performance indices (group 4 in Figure 2C), whereas omission of the high-learnability odor 3OCT does (group 5 in Figure 2C).
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This minimized both the training and test omission rates without resulting in an overly general model.
Omission of test and training samples followed closely the predicted omission rate, indicating that the test and training data were independent.
The majority of accidents involved small fixed-wing aircraft engaged in private flights, and analysis attributes the most common causes of these to: flight handling skills; poor judgement or airmanship; lack of training or experience; and omission of, or inappropriate, action.
Similarly, prediction algorithms that are trained against a set of known PDZ-PB interactions may be influenced by any error or omission in the training set.
Jurgen Klinsmann claims the Galaxy man looked "flat" in training and predictably enough the omission grabbed its fair share of the post-game story lines.
These three sets of model runs represent increasing removal of false omissions from the training data.
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