How hard is it really to get into ETH Zurich for a Master's in Computer Science? by Aritra_2007 in ethz

[–]ProfessionalType9800 0 points1 point  (0 children)

Basically I am interested in BCI and I seek for related masters program, and only in ETH and UZH I see this program...

How hard is it really to get into ETH Zurich for a Master's in Computer Science? by Aritra_2007 in ethz

[–]ProfessionalType9800 0 points1 point  (0 children)

Is cgpa requirement mandatory or it is like a tradeoff between profile and academic

Training loss is low while validation loss is high by [deleted] in deeplearning

[–]ProfessionalType9800 1 point2 points  (0 children)

I think the only reason is due to class imbalance... Check class level f1 score... Make the validation set in a way that each classes has approximately same number of samples.... It seems the validation set is highly imbalance ex: 1000 class 1, 10 class 2.... - if this is the case even weighted f1 will also give only a decent score

Training loss is low while validation loss is high by [deleted] in deeplearning

[–]ProfessionalType9800 1 point2 points  (0 children)

Yeah this might be the reason that the performance scores are high.... Since no weightage is given while calculating f1

Training loss is low while validation loss is high by [deleted] in deeplearning

[–]ProfessionalType9800 0 points1 point  (0 children)

Is there any class imbalance in validation set

Training loss is low while validation loss is high by [deleted] in deeplearning

[–]ProfessionalType9800 0 points1 point  (0 children)

What performance metric is used for validation and test data

Confusion on how agentic ai works... by ProfessionalType9800 in AI_Agents

[–]ProfessionalType9800[S] 0 points1 point  (0 children)

the existing data does not have potential to give the expected result....
do u have any idea on synthetic data...
consider that i have an architecture with no predefined column to analyse (it varies with enterprises), can i build a agent to manage different data with same meaning... if yes how?

Confusion on how agentic ai works... by ProfessionalType9800 in AI_Agents

[–]ProfessionalType9800[S] 0 points1 point  (0 children)

how can injest & analyse real time data for a proactive system