Crime Density Forecasting on LA Region Crime Data (2015 Last Two Weeks)
0.059RMSE (Cumulated Density)GSRNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GSRNNGroup=Group 12018.04 | 0.059 | 0.078 | |
| Joint TrainingGroup=Group 12018.04 | 0.062 | 0.075 | |
| GSRNNGroup=Group 22018.04 | 0.082 | 0.109 | |
| Joint TrainingGroup=Group 22018.04 | 0.102 | 0.124 | |
| GSRNNGroup=Average2018.04 | 0.103 | 0.131 | |
| Single NodeGroup=Group 12018.04 | 0.108 | 0.113 | |
| Joint TrainingGroup=Average2018.04 | 0.12 | 0.14 | |
| GSRNNGroup=Group 32018.04 | 0.144 | 0.183 | |
| Single NodeGroup=Group 22018.04 | 0.154 | 0.165 | |
| Joint TrainingGroup=Group 32018.04 | 0.168 | 0.191 | |
| Single NodeGroup=Average2018.04 | 0.174 | 0.185 | |
| Single NodeGroup=Group 32018.04 | 0.235 | 0.251 | |
| fully-ternary ST-ResNet2017.11 | 0.612 | 0.705 | |
| ST-ResNet2017.11 | 0.75 | 0.659 | |
| ARIMAorder=(25, 0, 26)2017.11 | 1.115 | 1.213 | |
| KNNk=12017.11 | 1.168 | 1.236 | |
| HA2017.11 | 2.618 | 1.568 |