Sentence examples for based on classification accuracy from inspiring English sources
To deal with this potential source of error, we confine our analysis to notes extracted that are longer in duration than a minimum threshold τ n, defined empirically based on classification accuracy (see section 3).
Classifier performance assessment was based on classification accuracy (CA), positive predictive value (PPV), and negative predictive value (NPV).
In the second stage of the analysis, We assessed the performance of the genes found using the meta-analysis methods based on classification accuracy.
Note that the Average and Majority methods produce the value for metrics based on classification error (such as Accuracy and TPR), but differ in metrics producing real values (such as RMSE).
The classification characteristics of data set could be obtained based on the classification accuracy of data set.
As a result, the highest weight was assigned to channel Vb 3 while the lowest weight was assigned to channel Vb 7. Based on the classification accuracy obtained on the trials in the training set, the weights λ i were therefore assigned to each channel.
FLDA assisted in evaluating the morphometric features based on overall classification accuracy.
In case of logistic regression we employ nested cross-validation to calibrate the regularization strength based on the classification accuracy.
In case of logistic regression the nested cross-validation is used to calibrate the regularization strength based on the classification accuracy.
On the other hand, wrapper method ranks features based on their effects on classification accuracy.
