diff --git a/Code/python/notebooks/hyperparameter_scan_results_mode3.csv b/Code/python/notebooks/hyperparameter_scan_results_mode3.csv new file mode 100644 index 0000000..074d725 --- /dev/null +++ b/Code/python/notebooks/hyperparameter_scan_results_mode3.csv @@ -0,0 +1,61 @@ +Model,Warm-up Steps,Prediction Steps,Altitude Weight,Final Loss +LSTM,300,150,1e-05,31.077238131017285 +LSTM,300,150,0.0001,31.116428786611305 +LSTM,300,150,0.001,7.279862738036095 +LSTM,300,300,1e-05,8.926838027035936 +LSTM,300,300,0.0001,30.37920155273156 +LSTM,300,300,0.001,34.636997747452966 +LSTM,300,600,1e-05,29.66690348061 +LSTM,300,600,0.0001,29.71412385778224 +LSTM,300,600,0.001,33.99637463474844 +LSTM,300,900,1e-05,28.30803443229896 +LSTM,300,900,0.0001,28.350567001453104 +LSTM,300,900,0.001,32.57012601688187 +LSTM,300,1800,1e-05,25.02599160531734 +LSTM,300,1800,0.0001,24.794156230827596 +LSTM,300,1800,0.001,28.21895251565791 +LSTM,600,150,1e-05,7.84319583532658 +LSTM,600,150,0.0001,31.122973101490988 +LSTM,600,150,0.001,5.995160004559984 +LSTM,600,300,1e-05,30.34823756807662 +LSTM,600,300,0.0001,30.3810508979207 +LSTM,600,300,0.001,34.63591069807398 +LSTM,600,600,1e-05,29.66688171217337 +LSTM,600,600,0.0001,29.7090287455853 +LSTM,600,600,0.001,33.992851337735004 +LSTM,600,900,1e-05,28.305135080551214 +LSTM,600,900,0.0001,28.34509767584027 +LSTM,600,900,0.001,32.558963765410034 +LSTM,600,1800,1e-05,13.204625746988235 +LSTM,600,1800,0.0001,25.058695928847538 +LSTM,600,1800,0.001,28.21455670037168 +LSTM,900,150,1e-05,7.555547086442721 +LSTM,900,150,0.0001,31.118988331288417 +LSTM,900,150,0.001,3.9625396947277354 +LSTM,900,300,1e-05,30.33715751456057 +LSTM,900,300,0.0001,30.377899322440808 +LSTM,900,300,0.001,34.63282838142774 +LSTM,900,600,1e-05,29.682772607800175 +LSTM,900,600,0.0001,29.712955647920992 +LSTM,900,600,0.001,11.853082214026376 +LSTM,900,900,1e-05,28.302015910757348 +LSTM,900,900,0.0001,28.34411592940067 +LSTM,900,900,0.001,32.58148638270003 +LSTM,900,1800,1e-05,24.73951081551136 +LSTM,900,1800,0.0001,25.068324437800875 +LSTM,900,1800,0.001,28.21402364144934 +LSTM,1800,150,1e-05,31.078925689880517 +LSTM,1800,150,0.0001,31.11930439280386 +LSTM,1800,150,0.001,6.017518597080352 +LSTM,1800,300,1e-05,7.0429253067742 +LSTM,1800,300,0.0001,30.382035096195786 +LSTM,1800,300,0.001,34.635919848655135 +LSTM,1800,600,1e-05,29.66811917876785 +LSTM,1800,600,0.0001,29.709523090280275 +LSTM,1800,600,0.001,33.99491072731449 +LSTM,1800,900,1e-05,13.343850054322406 +LSTM,1800,900,0.0001,28.34489465251248 +LSTM,1800,900,0.001,12.902912318230943 +LSTM,1800,1800,1e-05,24.777817850734326 +LSTM,1800,1800,0.0001,25.059222048267404 +LSTM,1800,1800,0.001,27.90479517870761