<p>Performance of Predictions for Dataset T at Various Decision Thresholds of the Probability Score.</p
<p>Comparison of prediction performance of classifiers in terms of AUC score, at different levels hi...
<p>Boxplot showing the distribution of recall, precision and AUC values for 1000 prediction models g...
Estimates of fixed effects coefficients and performance metrics for the prediction models.</p
<p>Classification performance measures of final prediction model at different risk thresholds.</p
Performance comparison of a species-specific predictor using the test dataset.</p
Performance metrics of the final prediction model on the test set using the random forest method.</p
Performance of the machine learning algorithms for survivability predictions.</p
Summary of the predictive ability of rating measures observed across performance metrics.</p
<p>The Prediction Success Rates of the 12 ORs When Using Different Group Sizes as Test Set</p
<p>Performance on predictor and outcome variables for the total study sample (N = 17).</p
<p>The prediction results compared with other methods on the independent testing dataset.</p
<p>Prediction performance of PredSAV classifiers in comparison with six other prediction tools on th...
<p>Forecasting performance of the eight statistical methods included in the study for one-step-ahead...
<p>The prediction performance for six testing datasets with various number of feature subsets <i>M</...
<p>Comparison of prediction performance of classifiers in terms of F2 score, at different levels hie...
<p>Comparison of prediction performance of classifiers in terms of AUC score, at different levels hi...
<p>Boxplot showing the distribution of recall, precision and AUC values for 1000 prediction models g...
Estimates of fixed effects coefficients and performance metrics for the prediction models.</p
<p>Classification performance measures of final prediction model at different risk thresholds.</p
Performance comparison of a species-specific predictor using the test dataset.</p
Performance metrics of the final prediction model on the test set using the random forest method.</p
Performance of the machine learning algorithms for survivability predictions.</p
Summary of the predictive ability of rating measures observed across performance metrics.</p
<p>The Prediction Success Rates of the 12 ORs When Using Different Group Sizes as Test Set</p
<p>Performance on predictor and outcome variables for the total study sample (N = 17).</p
<p>The prediction results compared with other methods on the independent testing dataset.</p
<p>Prediction performance of PredSAV classifiers in comparison with six other prediction tools on th...
<p>Forecasting performance of the eight statistical methods included in the study for one-step-ahead...
<p>The prediction performance for six testing datasets with various number of feature subsets <i>M</...
<p>Comparison of prediction performance of classifiers in terms of F2 score, at different levels hie...
<p>Comparison of prediction performance of classifiers in terms of AUC score, at different levels hi...
<p>Boxplot showing the distribution of recall, precision and AUC values for 1000 prediction models g...
Estimates of fixed effects coefficients and performance metrics for the prediction models.</p
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