My research with Nasa dataset has officialy ended today , i tried the things that i can possibly do till now and now the time is almost up and i need the remaining time to focus on different things . so my V3.2 of project the calibration layer has also ended , but i found out that the fixes threshold plus persistance is working better than the calibration layer as it produces more precision and recall compare to others , so i think i am gonna keep it . As the dataset is the official and real dataset from NASA so it was expected . By i learned a lot throught this journey , started with Probability and statistics concepts and ended up making an system with real NASA dataset and implementing lstm (RNN) , and other ml models .