From 025db4cd0886359fbe61393e04b0540e472602cc Mon Sep 17 00:00:00 2001 From: Eve-ning Date: Fri, 17 Feb 2023 11:29:22 +0800 Subject: [PATCH] Update README.md for new model --- models/README.md | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/models/README.md b/models/README.md index 21bdb7fd..8a28d603 100644 --- a/models/README.md +++ b/models/README.md @@ -2,15 +2,16 @@ **See below on how to load the model.** -| Model | MAE | RMSE | Error Distribution | -|------------|-------|-------|--------------------------------| -| V1_2022_11 | 0.96% | 1.59% | ![Error](V1_2022_11/error.png) | +| Model | R2 | MAE | RMSE | Error Distribution | +|------------|--------|-------|-------|--------------------------------| +| V2_2023_01 | 77.77% | 1.23% | 1.90% | ![Error](V2_2023_01/error.png) | +**Note: V1 is deprecated due to incompatibility with new model signature.** ## Limitations The model cannot ... -- predict maps not played by at least 50 players within the top 1k -- predict players not in the top 1k +- predict maps not played by at least 50 players within the top 10k +- predict players not in the top 10k - predict players who have not played at least 50 unique ranked maps in that year. The predictive power (i.e. accuracy) is dependent on the number of players associated with each map.