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Table 1 Supplemental data (parameters)

From: MRI-based radiomics of rectal cancer: preoperative assessment of the pathological features

ModelDegree of DifferentiationT stageN stage
MLPhidden_layer_sizes = (30)hidden_layer_sizes = (30)hidden_layer_sizes = (30)
LRpenalty = ‘l2’, solver = ‘liblinear’penalty = ‘l2’, solver = ‘liblinear’penalty = ‘l2’, solver = ‘liblinear’
SVMkernel = ‘rbf’, probability = Truekernel = ‘Poly’, probability = Truekernel = ‘rbf’, probability = True
DTcriterion = ‘gini’criterion = ‘gini’criterion = ‘gini’
RFn_estimators = 15n_estimators = 15n_estimators = 15
KNNn_neighbors = 5n_neighbors = 5n_neighbors = 5