woke up at 8 LESSSGOOOO!!. Started my day by snorting fresh batch of reels, feels great. After that i quickly hoped on Model training basics, opened yt looked up at basics of epoch,batchsize, batch, iterations,
then attended another meeting with our guys discussed about our approach and what we were doing wrong, so what we got to know was that me and techyguy were doing something wrong in dataprocessing, we werent suppose (well i wasnt supposed to)
to take bin=XXs which lead to averaging of data over XXs, so what ended up happening is data started matching for many timestamps which is a bad bad thing. solution proposed was to take bin=Xs and insert the data in packets(technically not a batch) with XX% overlap.
Commonly known as Sliding windows(Temporal sequences) approach,
i have to read
more about this tho i think i have heard something like this itsy bitsy somewhere in TCN model.
After the call i and techyguy started making a new updated csv file which has more complex data and bin=Xs.
We were busy in this and training till 7. And i think we are done i mean we have finished our task, TSS score is near 0.7-0.8, Recall rate is good, precision is okayish(at 20%), everything else looks great.
Obv we used AI. So its really important that i know what shit ive done so i made my notes on Epochs,batch,batchsize, iterations, True Skill statistics, true positive(TP), false positive(FP), true negative(TN) ,false negative(FN), Training loss, Validation loss,
Precision, True Positive Rate(TPR same thing as TP)/Recall and Binary cross entropy Loss etc idr..
I am now atleast calm that i can move onto making the ppt, but i willingly saw what nobody should see before submitting in hacka-thong #PREVIOUS YEAR PPTS#, im genuinely scared cuz even great ppts got rejected.
I will try to cope now... but as im dealing with all this shitshow my dad decided to go through my bag.I am cooked cuz my bag is filled with weird shit that he wont like obviously,but am really angry why did he go through my bag...
follow my everyday blogs, youre going to witness my life ramming and unfolding infront of your eyes!!