occam'srazorclusteringfeaturesclassificationblackboxbias-variancetradeoffGauss-MarkovtheoremtesterrorunderfittingoverfittingtrainerrorreinforcementlearninglinearregressionmodelpythonunsupervisedlearningsupervisedlearningtraindataRsquaredmetricresidualslearningalgorithmclassificationdoubledescenttestdatalabelsoccam'srazorclusteringfeaturesclassificationblackboxbias-variancetradeoffGauss-MarkovtheoremtesterrorunderfittingoverfittingtrainerrorreinforcementlearninglinearregressionmodelpythonunsupervisedlearningsupervisedlearningtraindataRsquaredmetricresidualslearningalgorithmclassificationdoubledescenttestdatalabels

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