Classification tree of ING4, Cul1, BRG1 and Bim biomarkers for dysplastic nevi and melanoma.

<p>Nevi, dysplastic nevi; PM+MM, primary and metastatic melanoma.</p

Architecture and performance of ANN. (a)

<p>ANN architecture. The network consisted of three layers: Input (boxes 1–12), hidden (circles 1–6) and output (group 1: dysplastic nevi, group 2: melanoma) layer, respectively. (b) ANN predicted-by-observed performance chart. The box plots represent the predicted-pseudo-probabilities for the output category; dysplastic nevi (blue) and melanoma (green) plotted against the known clinical status for dysplastic nevi and melanoma. (c) The ROC curve for dysplastic nevi and melanoma separately.</p

Classification tree for ING4, Cul1 and BRMS1 biomarkers for dysplastic nevi and metastatic melanoma.

<p>Nevi, dysplastic nevi; MM, metastatic melanoma.</p

Discrimination of melanoma from dysplastic nevi using individual marker via univariate logistic regression analysis.

<p>0, negative; 1, weak; 2, moderate; 3, strong.</p

Discrimination of melanoma from dysplastic nevi via multiple logistic regressions.

<p>Discrimination of melanoma from dysplastic nevi via multiple logistic regressions.</p

Diagnostic accuracy for melanoma via sensitivity and specificity of each individual marker.

<p>Diagnostic accuracy for melanoma via sensitivity and specificity of each individual marker.</p

ROC curve for 4-markers (ING4-Cul1-BRG1-Bim, purple curve), 3-markers (ING4-Cul1- BRG1, green curve) and 2-marker (ING4-Cul1, blue curve).

<p>ROC curve for 4-markers (ING4-Cul1-BRG1-Bim, purple curve), 3-markers (ING4-Cul1- BRG1, green curve) and 2-marker (ING4-Cul1, blue curve).</p

The risk management and control effect of the Vatti shares promotion plan based on option hedging transactions under the condition of maximum implicit income, <i>d</i> = 1820.

The risk management and control effect of the Vatti shares promotion plan based on option hedging transactions under the condition of maximum implicit income, d = 1820.</p

Schematic diagram of the promotion plan of Vatti shares in the 2018 World Cup under two different decision goals.

Schematic diagram of the promotion plan of Vatti shares in the 2018 World Cup under two different decision goals.</p

Schematic diagram of refund rate decision of the enterprise promotion scheme under two different decision goals.

Schematic diagram of refund rate decision of the enterprise promotion scheme under two different decision goals.</p