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Data Analysis of burned area of forest by Support Vector Machine.

Jupyter Notebook 100.00%
excel excel-dataset excel-files jupyter-notebook math numpy pandas python support-vector-machine svm-classifier

forest-fire-analysis's Introduction

Forest-fire

About Dataset-

  1. month month of the year: 'jan' to 'dec'

  2. day day of the week: 'mon' to 'sun'

  3. FFMC FFMC index from the FWI system: 18.7 to 96.20

  4. DMC DMC index from the FWI system: 1.1 to 291.3

  5. DC DC index from the FWI system: 7.9 to 860.6

  6. ISI ISI index from the FWI system: 0.0 to 56.10

  7. temp temperature in Celsius degrees: 2.2 to 33.30

  8. RH relative humidity in %: 15.0 to 100

  9. wind wind speed in km/h: 0.40 to 9.40

  10. rain outside rain in mm/m2 : 0.0 to 6.4

  11. Size_Categorie the burned area of the forest ( Small , Large)

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