<p>Comparison of sensitivity shown by different prediction methods on the independent datasets.</p
<p>Note: the values on the new independent dataset are shown in the parentheses.</p
Comparison of classification accuracies of dataset 1 with different classifiers.</p
<p>Comparison of prediction accuracy on four multiclass classification datasets by varying the numbe...
<p>The prediction results compared with other methods on the independent testing dataset.</p
<p>Comparison of sensitivity by different methods on four binary classification data sets.</p
Sensitivity analysis of prediction model based on sensitivity of individual input parameter.</p
Performance comparison of a species-specific predictor using the test dataset.</p
<p>Comparison of the prediction results of different basic classifiers by using varied numbers of su...
<p>Comparison of regression methods relative to their ability to handle different types of data prob...
<p>Points above the dashed line represent higher PPV value versus sensitivity while points below the...
<p>Comparisons with other popular classifiers on the new independent dataset.</p
<p>Comparison of accuracy rate of different features extracted with classification algorithms.</p
<p>Relative sensitivities corresponding to the simulation results for different scenarios.</p
Comparison of classification accuracies of dataset 2 with different classifiers.</p
<p>Comparison of the performance by different methods on IRMA benchmark dataset.</p
<p>Note: the values on the new independent dataset are shown in the parentheses.</p
Comparison of classification accuracies of dataset 1 with different classifiers.</p
<p>Comparison of prediction accuracy on four multiclass classification datasets by varying the numbe...
<p>The prediction results compared with other methods on the independent testing dataset.</p
<p>Comparison of sensitivity by different methods on four binary classification data sets.</p
Sensitivity analysis of prediction model based on sensitivity of individual input parameter.</p
Performance comparison of a species-specific predictor using the test dataset.</p
<p>Comparison of the prediction results of different basic classifiers by using varied numbers of su...
<p>Comparison of regression methods relative to their ability to handle different types of data prob...
<p>Points above the dashed line represent higher PPV value versus sensitivity while points below the...
<p>Comparisons with other popular classifiers on the new independent dataset.</p
<p>Comparison of accuracy rate of different features extracted with classification algorithms.</p
<p>Relative sensitivities corresponding to the simulation results for different scenarios.</p
Comparison of classification accuracies of dataset 2 with different classifiers.</p
<p>Comparison of the performance by different methods on IRMA benchmark dataset.</p
<p>Note: the values on the new independent dataset are shown in the parentheses.</p
Comparison of classification accuracies of dataset 1 with different classifiers.</p
<p>Comparison of prediction accuracy on four multiclass classification datasets by varying the numbe...
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