From a5c098de922fdb8eed1d678abf3604ba732d8570 Mon Sep 17 00:00:00 2001 From: Jactus Date: Wed, 9 Dec 2020 11:24:03 +0800 Subject: [PATCH] Update tft results --- examples/benchmarks/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/benchmarks/README.md b/examples/benchmarks/README.md index c4c02f44e..c561906d6 100644 --- a/examples/benchmarks/README.md +++ b/examples/benchmarks/README.md @@ -25,7 +25,7 @@ The numbers shown below demonstrate the performance of the entire `workflow` of | XGBoost | Alpha158 | 0.0481±0.00 | 0.3659±0.00| 0.0495±0.00 | 0.4033±0.00 | 0.1111±0.00 | 1.2915±0.00| -0.0893±0.00 | | LightGBM | Alpha158 | 0.0475±0.00 | 0.3979±0.00| 0.0485±0.00 | 0.4123±0.00 | 0.1143±0.00 | 1.2744±0.00| -0.0800±0.00 | | MLP | Alpha158 | 0.0363±0.00 | 0.2770±0.02| 0.0421±0.00 | 0.3167±0.01 | 0.0856±0.01 | 1.0397±0.12| -0.1134±0.01 | -| TFT | Alpha158 (with selected 10 features) | 0.0287±0.00 | 0.1663±0.01| 0.0016±0.00 | 0.0095±0.02 | 0.0205±0.02 | 0.1758±0.19| -0.1990±0.04 | +| TFT | Alpha158 (with selected 20 features) | 0.0335±0.00 | 0.2009±0.01| 0.0090±0.00 | 0.0553±0.01 | 0.0605±0.01 | 0.5438±0.12| -0.1772±0.03 | | GRU | Alpha158 (with selected 20 features) | 0.0313±0.00 | 0.2427±0.01 | 0.0416±0.00 | 0.3370±0.01 | 0.0335±0.01 | 0.4808±0.22 | -0.1112±0.03 | | LSTM | Alpha158 (with selected 20 features) | 0.0337±0.01 | 0.2562±0.05 | 0.0427±0.01 | 0.3392±0.04 | 0.0269±0.06 | 0.3385±0.74 | -0.1285±0.04 | | ALSTM | Alpha158 (with selected 20 features) | 0.0366±0.00 | 0.2803±0.04 | 0.0478±0.00 | 0.3770±0.02 | 0.0520±0.03 | 0.7115±0.30 | -0.0986±0.01 |