A hybrid model for stock price prediction based on multi-view heterogeneous data

Financial Innovation

Table 8 The predicting accuracy of MVL-SVM models based on one-day news and market data or daily return

Code	MVL-SVMMD	MVL-SVMDR	Code	MVL-SVMMD	MVL-SVMDR
600000	0.9041	0.9178	600837	0.7534	0.9178
600009	0.7808	0.7397	600887	0.8356	0.7945
600016	0.9041	0.9589	601012	0.7945	0.8630
600028	0.8904	0.9315	601088	0.9452	0.8219
600030	0.9583	0.9306	601166	0.8767	0.9315
600031	0.8630	0.8356	601186	0.9041	0.8904
600036	0.9452	0.9178	601211	0.8630	0.9178
600048	0.8219	0.8493	601288	0.8630	0.8767
600050	0.9315	0.9589	601318	0.9452	0.9315
600104	0.8767	0.8904	601336	0.8630	0.8904
600196	0.8630	0.8630	601398	0.9452	0.9315
600276	0.9041	0.8904	601601	0.8904	0.9041
600309	0.7937	0.7937	601628	0.9178	0.9452
600519	0.9315	0.9178	601668	0.8767	0.8493
600547	0.8630	0.8493	601688	0.9178	0.9041
600570	0.8904	0.8219	601818	0.8219	0.8082
600585	0.7945	0.8904	601857	0.9178	0.9589
600588	0.8219	0.8493	603288	0.7534	0.7671
600703	0.9178	0.8082