/Kaggle

Solution to some public data sets in Kaggle Platform

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Kaggle

Solution to some public data sets in Kaggle Platform.

Digit Recognizer

Classify handwritten digits using the famous MNIST data.

  • Current Score : 0.98729. Data preprocessing + Deep Learning.

  • Other Algorithms : 0.97557. Data Preprocessing + KNN with k = 1.

The following picture shows the mean of the handwritten pictures for each digit.

The final picture shows the mean of the handwritten pictures once they were preprocesed.

Titanic

Determine if a passenger survived or not to the terrible Titanic sinking.

  • Current Score : 0.81818. Data preprocessing + Enssamble of Party'S Random Forest, C4.5 and Neural Networks.

"Titanic side plan 1911" by Anonymous - Engineering journal: 'The White Star liner Titanic', vol.91.. Licensed under Public Domain via Wikimedia Commons.