Index

A

• activation function / From biological to artificial neurons, Activation functions
• AdaBoost / Boosting
• AdaBoost.M1 algorithm / Boosting
• adaptive boosting / Boosting the accuracy of decision trees, Boosting
• adversarial learning / Types of machine learning algorithms
• algorithms
  • input data, matching to / Matching input data to algorithms
• allocation function
  • about / Understanding ensembles
• Amazon Web Services (AWS) / Step 5 – improving model performance
• ANNs, used for modeling concrete strength
  • about / Example – modeling the strength of concrete with ANNs
  • data collection / Step 1 – collecting data
  • data exploration / Step 2 – exploring and preparing the data
  • data preparation / Step 2 – exploring and preparing the data
  • model, training on data / Step 3 – training a model on the data
  • model performance, evaluating / Step 4 – evaluating model performance...