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. 2019 Jan 11;12:1046. doi: 10.3389/fnins.2018.01046

FIGURE 6.

FIGURE 6

Grading result explanation of representative cases with the Local Interpretable Model-Agnostic Explanations (LIME) algorithm for the SVM model (part 2) (A) Glioma Case 2 for grade III with Ki-67 PI value of 0.2 while texture features and morphological nuclei count feature were the major contributors. (B) Glioma Case 3 for grade IV also with Ki-67 PI value of 0.2 accounting for the dominant contribution.