Research Article

A Machine Learning Model Based on Unsupervised Clustering Multihabitat to Predict the Pathological Grading of Meningiomas

Table 1

The clinical characteristics of meningiomas.

CharacteristicTraining group ()Test group ()

Age (average year)52.352.9
Gender
 Male4016
 Female4420
PR
 Positive3916
 Negative4520
Ki-67
 Positive3417
 Negative5019
WHO grading
 Grade I4119
 Grade II3413
 Grade III94