testdatabias-variancetradeofftraindataclassificationunsupervisedlearningdoubledescentpythonunderfittingsupervisedlearningclassificationtrainerroroverfittingreinforcementlearningresidualslabelstesterrorclusteringGauss-Markovtheoremoccam'srazorlearningalgorithmblackboxlinearregressionmodelRsquaredmetricfeaturestestdatabias-variancetradeofftraindataclassificationunsupervisedlearningdoubledescentpythonunderfittingsupervisedlearningclassificationtrainerroroverfittingreinforcementlearningresidualslabelstesterrorclusteringGauss-Markovtheoremoccam'srazorlearningalgorithmblackboxlinearregressionmodelRsquaredmetricfeatures

Machine Learning Bingo - Call List

(Print) Use this randomly generated list as your call list when playing the game. There is no need to say the BINGO column name. Place some kind of mark (like an X, a checkmark, a dot, tally mark, etc) on each cell as you announce it, to keep track. You can also cut out each item, place them in a bag and pull words from the bag.


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  1. test data
  2. bias-variance tradeoff
  3. train data
  4. classification
  5. unsupervised learning
  6. double descent
  7. python
  8. underfitting
  9. supervised learning
  10. classification
  11. train error
  12. overfitting
  13. reinforcement learning
  14. residuals
  15. labels
  16. test error
  17. clustering
  18. Gauss-Markov theorem
  19. occam's razor
  20. learning algorithm
  21. blackbox
  22. linear regression model
  23. R squared metric
  24. features