mag7-tcn-sequence-model / trial_results.csv
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Upload optimized A10G-large TCN model
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trial,hidden_channels,levels,kernel_size,dropout,lr,weight_decay,best_score,epochs,val_loss,val_auc,val_accuracy,val_precision,val_recall
0,64,4,3,0.18,0.0008,0.0001,0.5125545476411366,15,0.8187018079417092,0.5125545476411366,0.5218170950388523,0.5596026490066225,0.3876146788990826
1,128,4,5,0.2894351363662022,0.00015235342538756977,7.952411684214868e-06,0.5237847759108454,19,0.9681848202432904,0.5237847759108454,0.5343693962940825,0.5566382460414129,0.5240825688073395
2,128,3,5,0.08142163223270518,0.001570682160922224,0.0002461547871651075,0.5250647126871227,19,1.1032832307474953,0.5250647126871227,0.5331739390316796,0.5486631016042781,0.588302752293578
3,32,4,5,0.15517491526720878,0.0001711111456311903,2.16385879826713e-05,0.5232178240502124,13,0.6918037618909564,0.5232178240502124,0.5062761506276151,0.53125,0.44839449541284404
4,48,4,3,0.22944428506011294,0.0031070660232048945,0.00023877329777338924,0.5051548236722445,18,1.028452375105449,0.5051548236722445,0.5212193664076509,0.5361875637104995,0.6032110091743119
5,96,4,3,0.1381333485236117,0.00011813006897892851,6.880481204463462e-05,0.5440268185410438,27,1.1796759750161852,0.5440268185410438,0.543335325762104,0.5676691729323309,0.5194954128440367
6,128,3,2,0.08963367526887096,0.00047349019976111593,2.503906317853087e-05,0.5291278676883253,31,1.7204655834606715,0.5291278676883253,0.5242080095636581,0.55,0.4793577981651376
7,128,5,5,0.21881176458186874,0.0004412501237233734,5.527703833149022e-06,0.5276761273179168,16,0.8110667296818325,0.5276761273179168,0.5098625224148237,0.521630615640599,0.7190366972477065
8,96,5,2,0.13194857887603387,0.0009472281705883164,3.997791791749733e-06,0.5203902232301367,17,1.0085366197994776,0.5203902232301367,0.5146443514644351,0.5251677852348994,0.7178899082568807
9,96,4,3,0.30411288704647127,0.0001155004929570295,6.350353678482887e-06,0.5126612090391598,13,0.6987957826682499,0.5126612090391598,0.4955170352659892,0.5180878552971576,0.4598623853211009
10,32,5,5,0.21764351866447423,0.0017384228382429352,8.301403060986722e-05,0.5219650895096725,17,0.8541087976523808,0.5219650895096725,0.5194261805140467,0.5374449339207048,0.5596330275229358
11,32,5,3,0.22610883177165192,0.00046048215182379454,0.00041116688533911693,0.5061920878718117,13,0.692179513829095,0.5061920878718117,0.5146443514644351,0.5903614457831325,0.22477064220183487