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ichsan71/fertilizer-prediction

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About The Project

Overview:

The dataset from kaggle. The dataset we got has 9 columns including tampparatus, moisture, humadity, soil type, crop type, nitrogen, potassium, phoshopor, and fertilizer name

Class Names:

['crop_type','humidity','moisture','nitrogen','phosphorous','potassium','soil_type','temparature']

This Project uses:

  • Tensorflow
  • Tensorflow Decission Forests
  • Numpy
  • Matplotlib
  • Tensorflow Dataset (TFDS)
  • Keras
  • Flask
  • Pandas
  • Dtreeviz (Vizualization)

Example Dataset

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Accuracy and Loss

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