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501 B
501 B
- This question is validated if the output is:
Scores on validation sets:
[0.62433594 0.61648956 0.62486602 0.59891024 0.59284295 0.61307055
0.54630341 0.60742976 0.60014575 0.59574508]
Mean of scores on validation sets:
0.60201392526743
Standard deviation of scores on validation sets:
0.0214983822773466
The model is consistent across folds: it is stable. That's a first sign that the model is not over fitted. The average R2 is 60% that's a good start ! To be improved.