📊 Prediction Results (XGB, RandomForest, LinearRegression)
| Time |
Symbol |
Open |
High |
Low |
Close |
XGB Prediction |
RandomForest Prediction |
LinearRegression Prediction |
98% |
99% |
| 2025-06-13 15:35:04 |
CGTL |
2.33 |
2.44 |
2.31 |
2.4269 |
2.3157401084899902 |
2.3443999999999976 |
2.3757675476523583 |
2.3783619999999996 |
2.402631 |
| 2025-06-13 16:55:00 |
CGBS |
0.1275 |
0.135 |
0.1275 |
0.1323 |
0.2677753269672394 |
0.2914239999999997 |
0.11085387541510239 |
0.129654 |
0.130977 |
| 2025-06-13 17:20:03 |
USEG |
2.255 |
2.28 |
2.24 |
2.2711 |
2.24119234085083 |
2.208600000000001 |
2.2599052775190547 |
2.2256780000000003 |
2.248389 |
| 2025-06-13 17:30:04 |
RBNE |
17.8001 |
18.7799 |
17.61 |
17.86 |
17.34341812133789 |
18.884199999999993 |
17.133471756791362 |
17.5028 |
17.6814 |
| 2025-06-13 17:40:00 |
EONR |
0.5266 |
0.5547 |
0.52 |
0.55165 |
0.5464553833007812 |
0.5072910000000003 |
0.5191711431573002 |
0.540617 |
0.5461334999999999 |
| 2025-06-13 17:45:00 |
HUSA |
15.8799 |
16.6 |
15.75 |
16.6 |
10.975968360900879 |
18.050699999999992 |
16.40282912833315 |
16.268 |
16.434 |
| 2025-06-13 18:00:01 |
NINE |
0.7443 |
0.75 |
0.736 |
0.75 |
0.7443649172782898 |
0.7586300000000007 |
0.7506289620534252 |
0.735 |
0.7424999999999999 |
| 2025-06-13 18:10:08 |
TPET |
1.42 |
1.43 |
1.41 |
1.4288 |
1.4168765544891357 |
1.4440999999999988 |
1.4293652796460992 |
1.4002240000000001 |
1.414512 |
| 2025-06-13 18:15:02 |
TMDE |
1.33 |
1.42 |
1.31 |
1.415 |
1.4283432960510254 |
1.4152000000000005 |
1.3552545293277392 |
1.3867 |
1.40085 |
| 2025-06-13 18:25:07 |
USEG |
2.2388 |
2.32 |
2.23 |
2.3103 |
2.2182085514068604 |
2.2076000000000016 |
2.279759633990186 |
2.2640939999999996 |
2.287197 |
| 2025-06-13 18:30:01 |
ICON |
2.851 |
3.0 |
2.85 |
2.985 |
2.8748323917388916 |
2.922099999999997 |
2.9373418339974346 |
2.9253 |
2.9551499999999997 |
| 2025-06-13 19:55:01 |
ICON |
2.78 |
2.82 |
2.767 |
2.82 |
2.821075677871704 |
2.8041 |
2.8103982467561 |
2.7636 |
2.7918 |
| 2025-06-16 13:35:08 |
TMDE |
2.03 |
2.05 |
1.7 |
1.91 |
2.0057058334350586 |
1.9050999999999985 |
1.5755906146702285 |
1.8718 |
1.8908999999999998 |
| 2025-06-16 13:35:11 |
CGTL |
1.27 |
1.44 |
1.27 |
1.44 |
1.2234201431274414 |
1.3554999999999995 |
1.3487512295278081 |
1.4112 |
1.4256 |
| 2025-06-16 13:35:33 |
NINE |
0.7621 |
0.795 |
0.761 |
0.7796 |
0.7128100395202637 |
0.7809000000000006 |
0.7558480249751024 |
0.7640079999999999 |
0.7718039999999999 |