Time Series Classification on StarLightCurves (test)
97.7AccuracyST
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ST#Cls=3, TS_len=1024, #Train=1000, #Test=82362019.09 | 97.7 | — | |
| PARALESN (DEEP)Number of recurrent neurons=1024, Architecture=Deep2026.01 | 96.1 | — | |
| GENDIS#Cls=3, TS_len=1024, #Train=1000, #Test=8236, Classifier=Ensemble2019.09 | 95.9 | 30 | |
| PARALESNNumber of recurrent neurons=1024, Architecture=Shallow2026.01 | 95.4 | — | |
| GENDIS#Cls=3, TS_len=1024, #Train=1000, #Test=8236, Classifier=Logistic Regression2019.09 | 95.3 | 30 | |
| ESN (DEEP)Number of recurrent neurons=1024, Architecture=Deep2026.01 | 93.8 | — | |
| ESNNumber of recurrent neurons=1024, Architecture=Shallow2026.01 | 92.1 | — | |
| FS#Cls=3, TS_len=1024, #Train=1000, #Test=82362019.09 | 90.8 | — | |
| LTS#Cls=3, TS_len=1024, #Train=1000, #Test=82362019.09 | 88.8 | — |