Table 3
Open in new tab

The effect of |$\alpha$| and |$\beta$| on model performance

 AUCAUPRACCPreRecallF1-score
|$\alpha =1.0,\beta =1.0$|0.99270.99250.96160.96250.96080.9616
|$\alpha =1.0,\beta =10.0$|0.99290.99260.96310.96000.97310.9635
|$\alpha =1.0,\beta =50.0$|0.99340.99300.96580.96160.97060.9660
|$\alpha =1.0,\beta =100.0$|0.99110.99110.96140.95460.96880.9617
|$\alpha =10.0,\beta =1.0$|0.99210.99190.96300.95360.97300.9623
|$\alpha =10.0,\beta =10.0$|0.99160.99110.96040.95520.96670.9612
|$\alpha =10.0,\beta =50.0$|0.99270.99240.96450.95850.97110.9647
|$\alpha =10.0,\beta =100.0$|0.99090.99090.96080.95420.96820.9611
|$\alpha =50.0,\beta =1.0$|0.99160.99150.96240.95340.97240.9628
|$\alpha =50.0,\beta =10.0$|0.99290.99260.96470.95790.97220.9650
|$\alpha =50.0,\beta =50.0$|0.99120.99120.96140.95410.96950.9617
|$\alpha =50.0,\beta =100.0$|0.99030.99040.95900.95170.96730.9594
|$\alpha =100.0,\beta =1.0$|0.99000.99020.95890.95310.96550.9592
|$\alpha =100.0,\beta =10.0$|0.99100.99100.96110.95440.96840.9613
|$\alpha =100.0,\beta =50.0$|0.99030.99040.95920.95150.96770.9595
|$\alpha =100.0,\beta =100.0$|0.98980.99000.95830.95130.96620.9586
 AUCAUPRACCPreRecallF1-score
|$\alpha =1.0,\beta =1.0$|0.99270.99250.96160.96250.96080.9616
|$\alpha =1.0,\beta =10.0$|0.99290.99260.96310.96000.97310.9635
|$\alpha =1.0,\beta =50.0$|0.99340.99300.96580.96160.97060.9660
|$\alpha =1.0,\beta =100.0$|0.99110.99110.96140.95460.96880.9617
|$\alpha =10.0,\beta =1.0$|0.99210.99190.96300.95360.97300.9623
|$\alpha =10.0,\beta =10.0$|0.99160.99110.96040.95520.96670.9612
|$\alpha =10.0,\beta =50.0$|0.99270.99240.96450.95850.97110.9647
|$\alpha =10.0,\beta =100.0$|0.99090.99090.96080.95420.96820.9611
|$\alpha =50.0,\beta =1.0$|0.99160.99150.96240.95340.97240.9628
|$\alpha =50.0,\beta =10.0$|0.99290.99260.96470.95790.97220.9650
|$\alpha =50.0,\beta =50.0$|0.99120.99120.96140.95410.96950.9617
|$\alpha =50.0,\beta =100.0$|0.99030.99040.95900.95170.96730.9594
|$\alpha =100.0,\beta =1.0$|0.99000.99020.95890.95310.96550.9592
|$\alpha =100.0,\beta =10.0$|0.99100.99100.96110.95440.96840.9613
|$\alpha =100.0,\beta =50.0$|0.99030.99040.95920.95150.96770.9595
|$\alpha =100.0,\beta =100.0$|0.98980.99000.95830.95130.96620.9586

Note: The best results are marked in bold.

Table 3
Open in new tab

The effect of |$\alpha$| and |$\beta$| on model performance

 AUCAUPRACCPreRecallF1-score
|$\alpha =1.0,\beta =1.0$|0.99270.99250.96160.96250.96080.9616
|$\alpha =1.0,\beta =10.0$|0.99290.99260.96310.96000.97310.9635
|$\alpha =1.0,\beta =50.0$|0.99340.99300.96580.96160.97060.9660
|$\alpha =1.0,\beta =100.0$|0.99110.99110.96140.95460.96880.9617
|$\alpha =10.0,\beta =1.0$|0.99210.99190.96300.95360.97300.9623
|$\alpha =10.0,\beta =10.0$|0.99160.99110.96040.95520.96670.9612
|$\alpha =10.0,\beta =50.0$|0.99270.99240.96450.95850.97110.9647
|$\alpha =10.0,\beta =100.0$|0.99090.99090.96080.95420.96820.9611
|$\alpha =50.0,\beta =1.0$|0.99160.99150.96240.95340.97240.9628
|$\alpha =50.0,\beta =10.0$|0.99290.99260.96470.95790.97220.9650
|$\alpha =50.0,\beta =50.0$|0.99120.99120.96140.95410.96950.9617
|$\alpha =50.0,\beta =100.0$|0.99030.99040.95900.95170.96730.9594
|$\alpha =100.0,\beta =1.0$|0.99000.99020.95890.95310.96550.9592
|$\alpha =100.0,\beta =10.0$|0.99100.99100.96110.95440.96840.9613
|$\alpha =100.0,\beta =50.0$|0.99030.99040.95920.95150.96770.9595
|$\alpha =100.0,\beta =100.0$|0.98980.99000.95830.95130.96620.9586
 AUCAUPRACCPreRecallF1-score
|$\alpha =1.0,\beta =1.0$|0.99270.99250.96160.96250.96080.9616
|$\alpha =1.0,\beta =10.0$|0.99290.99260.96310.96000.97310.9635
|$\alpha =1.0,\beta =50.0$|0.99340.99300.96580.96160.97060.9660
|$\alpha =1.0,\beta =100.0$|0.99110.99110.96140.95460.96880.9617
|$\alpha =10.0,\beta =1.0$|0.99210.99190.96300.95360.97300.9623
|$\alpha =10.0,\beta =10.0$|0.99160.99110.96040.95520.96670.9612
|$\alpha =10.0,\beta =50.0$|0.99270.99240.96450.95850.97110.9647
|$\alpha =10.0,\beta =100.0$|0.99090.99090.96080.95420.96820.9611
|$\alpha =50.0,\beta =1.0$|0.99160.99150.96240.95340.97240.9628
|$\alpha =50.0,\beta =10.0$|0.99290.99260.96470.95790.97220.9650
|$\alpha =50.0,\beta =50.0$|0.99120.99120.96140.95410.96950.9617
|$\alpha =50.0,\beta =100.0$|0.99030.99040.95900.95170.96730.9594
|$\alpha =100.0,\beta =1.0$|0.99000.99020.95890.95310.96550.9592
|$\alpha =100.0,\beta =10.0$|0.99100.99100.96110.95440.96840.9613
|$\alpha =100.0,\beta =50.0$|0.99030.99040.95920.95150.96770.9595
|$\alpha =100.0,\beta =100.0$|0.98980.99000.95830.95130.96620.9586

Note: The best results are marked in bold.

Close
This Feature Is Available To Subscribers Only

Sign In or Create an Account

Close

This PDF is available to Subscribers Only

View Article Abstract & Purchase Options

For full access to this pdf, sign in to an existing account, or purchase an annual subscription.

Close