Table 3.

Performance comparison on the IP scenario prediction.

Region	Sichuan			Shandong			Chongqing			Illinois
Metric	Precision	Recall	Auc	Precision	Recall	Auc	Precision	Recall	Auc	Precision	Recall	Auc
SVM	0.8315	0.8735	0.9705	0.9560	0.9289	0.9916	0.9132	0.8956	0.9819	0.8977	0.8183	0.8902
BN	0.6112	0.6818	0.8944	0.8071	0.8074	0.9765	0.7492	0.8039	0.9524	0.4413	0.5613	0.8980
LDA	0.7719	0.7872	0.9553	0.7927	0.8768	0.9810	0.8186	0.8646	0.9717	0.5902	0.8816	0.9554
RF	0.8646	0.8159	0.9771	0.9614	0.9188	0.9936	0.9541	0.8602	0.9904	0.9852	0.5734	0.9250
XgBoost	0.8767	0.8683	0.9732	0.9548	0.9375	0.9947	0.9470	0.9273	0.9913	0.9851	0.8922	0.9708
CatBoost	0.8746	0.7616	0.9226	0.8710	0.9412	0.9805	0.7630	0.7711	0.9464	0.9216	0.7234	0.9003
TabNet	0.8425	0.8143	0.9623	0.9489	0.9275	0.9878	0.9423	0.8952	0.9757	0.8834	0.6128	0.9109
NON	0.7958	0.8483	0.9664	0.9274	0.9172	0.9917	0.9246	0.9152	0.9790	0.9346	0.7415	0.9303
AutoInt	0.8210	0.7704	0.9591	0.9535	0.9358	0.9926	0.9513	0.9006	0.9820	0.9619	0.8896	0.9661
NODE	0.8443	0.8147	0.9762	0.9601	0.9165	0.9904	0.9525	0.8591	0.9901	0.9843	0.5721	0.9239
ODTSR	0.8997	0.8759	0.9822	0.9629	0.9458	0.9954	0.9558	0.9368	0.9922	0.9861	0.9012	0.9876