Topics for 5-A (Panel Discussion) - Githubissues

SMaRTWorkshops / mlr

Materials for the "Machine Learning in R" Workshop

https://smartworkshops.github.io/mlr/

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Topics for 5-A (Panel Discussion) #10

Closed jmgirard closed 3 years ago

jmgirard commented 3 years ago

Challenges

Imbalanced Classes
Missing Data
Nested Data
Data and Algorithmic Bias
Generalizability / Domain Transfer

Next Steps

Multiclass performance
Boosting and bagging
Artificial neural networks
Unsupervised learning
Feature Selection
Advanced Tuning
Model comparison

Advanced Topics

Multi-task learning
Reinforcement learning
Adversarial Learning