Brain Tumor

This is a brain tumor feature dataset including five first-order features and eight texture features with the target level (in the column Class).

• First Order Features

  • Mean
  • Variance
  • Standard Deviation
  • Skewness
  • Kurtosis

• Second Order Features

  • Contrast
  • Energy
  • ASM (Angular second moment)
  • Entropy
  • Homogeneity
  • Dissimilarity
  • Correlation
  • Coarseness

Image column defines image name and Class column defines either the image has tumor or not (1 = Tumor, 0 = Non-Tumor)