How are competitions typically scored on Kaggle?
Tuesday, 08 August 2023
by EITCA Academy
Competitions on Kaggle are typically scored based on specific evaluation metrics that are defined for each competition. These metrics are designed to measure the performance of the participants' models and determine their ranking on the competition leaderboard. In the case of the Kaggle lung cancer detection competition, which focuses on using a 3D convolutional neural
What is the purpose of the Evaluator component in TFX?
Sunday, 06 August 2023
by EITCA Academy
The Evaluator component in TFX, which stands for TensorFlow Extended, plays a important role in the overall machine learning pipeline. Its purpose is to evaluate the performance of machine learning models and provide valuable insights into their effectiveness. By comparing the predictions made by the models with the ground truth labels, the Evaluator component enables