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Homework1

哪些屬性對於惡意程式分類有效？

  1. feature section_names_.tls (0.013411)
  2. feature ent_q_diffs_mean (0.011097)
  3. feature ent_p_7 (0.008002)
  4. feature ent_q_diff_diffs_2_max (0.007035)
  5. feature Img3 (0.006078)
  6. feature misc1_unableto (0.006050)
  7. feature dw_por (0.005857)
  8. feature TlsAlloc (0.005746)
  9. feature LoadLibraryW (0.005639)
  10. feature Unknown_Sections_lines_por (0.005220)

哪些屬性對於惡意程式分類無效？

  1. feature wvsprintfA (0.000000)
  2. feature __vbaRecAnsiToUni (0.000000)
  3. feature misc_installdir (0.000000)
  4. feature ---Seperator (0.000000)
  5. feature GetSaveFileNameA (0.000000)
  6. feature lstrcmpiW (0.000000)
  7. feature __vbaAryMove (0.000000)
  8. feature fdivp (0.000000)
  9. feature GetWindowTextLengthA (0.000000)
  10. feature SetDIBColorTable (0.000000)

用什麼方法可以幫助你決定上述的結論？

使用Random Forest

透過Python哪些套件以及方法可以幫助你完成上面的工作？

pandas (read data) & sklearn (random forest) & numpy (standard deviation)

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