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Influencers in Social Networks

More detail about the challenge here

Implemented a 5 layer neural network. 3 FC Layers, 1 Dropout layer, 1 Batch Normalisation Layer.

Things to try to improve accuracy

1 Make the network deeper

2 Tune the learning rate

3 Try Logistic Regression

Results

74% Accuracy on the validation set. (Check the notebook for details on the dataset split)

.83 AUC score

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Predict which people are influential in a social network

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  • Jupyter Notebook 93.9%
  • Python 6.1%