Upload tcn_experiments_results (1).csv

tcn_experiments_results (1).csv

@@ -0,0 +1,65 @@
+seq_length,batch_size,lr,kernel_size,num_channels,dropout,MAE,RMSE,MAPE,R2
+20,16,0.001,3,"[32, 64, 128]",0.1,16.572361,22.172522,4.028758779168129,0.9988883111490154
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+20,16,0.001,5,"[32, 64, 128]",0.1,9.278965,16.998466,1.4871936291456223,0.9993018975487017
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+20,16,0.001,5,"[64, 128, 256]",0.1,17.344337,21.782156,4.487683996558189,0.9987085957576004
+20,16,0.001,5,"[64, 128, 256]",0.2,11.044325,18.058212,2.4674613028764725,0.9992458193185629
+20,16,0.0005,3,"[32, 64, 128]",0.1,12.53834,21.04383,2.154642343521118,0.9989445208347709
+20,16,0.0005,3,"[32, 64, 128]",0.2,12.745502,21.059008,2.473744750022888,0.9990076011403334
+20,16,0.0005,3,"[64, 128, 256]",0.1,8.911542,14.301335,1.5193802304565907,0.9994761346035831
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+20,16,0.0005,5,"[32, 64, 128]",0.1,20.578373,24.919014,6.291534006595612,0.9984582218569038
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+20,32,0.001,3,"[32, 64, 128]",0.1,10.216969,17.233831,1.7746834084391594,0.9992863679672432
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+20,32,0.0005,3,"[32, 64, 128]",0.1,10.972031,17.07028,3.008321486413479,0.9992351445519772
+20,32,0.0005,3,"[32, 64, 128]",0.2,11.284242,18.629333,2.0940307527780533,0.9991191005266538
+20,32,0.0005,3,"[64, 128, 256]",0.1,15.384082,19.970917,3.825172409415245,0.9988943858157291
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+20,32,0.0005,5,"[32, 64, 128]",0.1,10.669407,18.556492,1.8693991005420685,0.9991652500186031
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+20,32,0.0005,5,"[64, 128, 256]",0.2,8.744329,15.039493,1.7520295456051826,0.9994262673309673
+50,16,0.001,3,"[32, 64, 128]",0.1,10.273757,15.971776,2.511153370141983,0.9993447467462299
+50,16,0.001,3,"[32, 64, 128]",0.2,9.333831,16.768028,1.3906804844737053,0.999385982810318
+50,16,0.001,3,"[64, 128, 256]",0.1,12.721631,20.836632,2.678968757390976,0.9989705360485339
+50,16,0.001,3,"[64, 128, 256]",0.2,17.939943,22.986032,3.8729630410671234,0.9986873439156335
+50,16,0.001,5,"[32, 64, 128]",0.1,11.771734,17.411133,2.4379052221775055,0.9992368464085161
+50,16,0.001,5,"[32, 64, 128]",0.2,15.373229,20.302544,2.8986740857362747,0.9989058675548299
+50,16,0.001,5,"[64, 128, 256]",0.1,12.68566,18.985384,3.012777492403984,0.9991642665006296
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+50,16,0.0005,3,"[32, 64, 128]",0.1,20.753323,23.859331,5.220268294215202,0.9987287243572543
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+50,16,0.0005,5,"[64, 128, 256]",0.2,9.802975,16.738586,1.7694033682346344,0.9993465800611171
+50,32,0.001,3,"[32, 64, 128]",0.1,14.992027,20.501675,3.9011191576719284,0.9989895230784588
+50,32,0.001,3,"[32, 64, 128]",0.2,12.136701,21.903906,1.675332896411419,0.9988124523800502
+50,32,0.001,3,"[64, 128, 256]",0.1,16.243258,21.878475,3.2477565109729767,0.9988669369317015
+50,32,0.001,3,"[64, 128, 256]",0.2,10.431404,17.849722,2.1207982674241066,0.9992352448895843
+50,32,0.001,5,"[32, 64, 128]",0.1,9.798438,18.203817,1.8069583922624588,0.9991828513138904
+50,32,0.001,5,"[32, 64, 128]",0.2,13.453905,20.458347,2.8765540570020676,0.9989918441479002
+50,32,0.001,5,"[64, 128, 256]",0.1,10.248581,19.059658,1.4791473746299744,0.9991173125115632
+50,32,0.001,5,"[64, 128, 256]",0.2,12.435772,17.841797,3.1822390854358673,0.9991980448190277
+50,32,0.0005,3,"[32, 64, 128]",0.1,13.926699,21.265066,2.3041510954499245,0.9987948900962568
+50,32,0.0005,3,"[32, 64, 128]",0.2,13.18142,20.766602,2.2428633645176888,0.9990305495859826
+50,32,0.0005,3,"[64, 128, 256]",0.1,10.788938,17.14647,2.2939158603549004,0.9993545657696153
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+50,32,0.0005,5,"[64, 128, 256]",0.1,10.327853,18.472818,1.9862400367856026,0.9992539980923857
+50,32,0.0005,5,"[64, 128, 256]",0.2,14.525909,22.566847,2.85190399736166,0.9989187851747641