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both in training and validation vs both for training and validation

Both phrases are correct, but they are used in slightly different contexts. 'Both in training and validation' is commonly used when referring to something that applies to both training and validation datasets. On the other hand, 'both for training and validation' is used when indicating that something is used for both the training and validation processes.

Last updated: March 17, 2024 • 529 views

both in training and validation

This phrase is correct and commonly used when referring to something that applies to both training and validation datasets.

This phrase is used to indicate that a particular aspect or characteristic is present in both the training and validation datasets.

Examples:

  • The model performed well both in training and validation phases.
  • Accuracy was high both in training and validation sets.
  • Consistency is important both in training and validation data.
  • The same hyperparameters were used both in training and validation.
  • Errors were minimized both in training and validation processes.
  • Nov 6, 2014 ... ... we identified 14 miRNAs which were significantly associated with the status of ER both in training and validation set. The optimal cutoff value ...
  • Apr 29, 2015 ... Among them, 5S rRNA showed the most stable expression comparing normal and CLL B-cells, both in training and validation sets (Fig. S2) and ...
  • Average Incremental Revenue shows that the first three deciles are profitable both in Training and validation datasets. Figure 11. Average Incremental Revenue.
  • Feb 13, 2009 ... ... and 77% in the validation sample. The majority of patients (93%) were candidate to adjuvant therapy both in training and validation cohort.

Alternatives:

  • in both training and validation
  • in both the training and validation sets
  • in both the training and validation data
  • for both training and validation
  • for both the training and validation phases

both for training and validation

This phrase is correct and commonly used when indicating that something is used for both the training and validation processes.

This phrase is used to show that a particular tool, method, or approach is applicable to both the training and validation stages of a process.

Examples:

  • This technique is effective both for training and validation.
  • The same dataset was used both for training and validation.
  • The model architecture is suitable both for training and validation.
  • The algorithm was optimized both for training and validation.
  • The process was streamlined both for training and validation.
  • Concerning the AUC and AMS, I think that xgboost just evaluates these things while using the whole training.csv both for training and validation ...
  • data available, both for training and validation purposes, two different strategies were implemented. In the first case, to establish a benchmark measure of ...
  • The residual series are used both for training and validation of the ANFIS. For network optimization purposes, different architectures are considered. The results  ...
  • all ensemble members on equal footing, both for training and validation. Details of the double cross-valiation procedure used to obtain our results are given in ...

Alternatives:

  • for both training and validation
  • for both the training and validation phases
  • for both the training and validation processes
  • for both training and validation sets
  • for both the training and validation data

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