SONAR Mine Classifier

Predicting whether a SONAR detected object is a mine or a rock.

  • Built a Multi-layer Perceptron pipeline to classify rocks and mines in the SONAR dataset.
  • Performed Exploratory Data Analysis and batched Gradient Descent for model training.