From c8893f0f7d901421fad192ece9feddd60111b428 Mon Sep 17 00:00:00 2001
From: Ayrat Hudaygulov <szer.penguin@gmail.com>
Date: Sun, 21 Jul 2024 14:10:39 +0100
Subject: [PATCH] fixed again? (#32)

* fixed again?

* fix
---
 src/VahterBanBot/ML.fs | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/VahterBanBot/ML.fs b/src/VahterBanBot/ML.fs
index 0d6efad..38068b1 100644
--- a/src/VahterBanBot/ML.fs
+++ b/src/VahterBanBot/ML.fs
@@ -28,10 +28,11 @@ type MachineLearning(
 ) =
     let metricsToString(metrics: CalibratedBinaryClassificationMetrics) (duration: TimeSpan) =
         let sb = StringBuilder()
+        let formattedTable = metrics.ConfusionMatrix.GetFormattedConfusionTable().Replace(".", "\\.")
         %sb.AppendLine($"Model trained in {duration.TotalSeconds} seconds with following metrics:")
         %sb.AppendLine($"Accuracy: {metrics.Accuracy}")
         %sb.AppendLine($"AreaUnderPrecisionRecallCurve: {metrics.AreaUnderPrecisionRecallCurve}")
-        %sb.AppendLine($"ConfusionMatrix:\n```\n{metrics.ConfusionMatrix.GetFormattedConfusionTable()}\n```")
+        %sb.AppendLine($"ConfusionMatrix:\n```\n{formattedTable}\n```")
         %sb.AppendLine($"Entropy:{metrics.Entropy}")
         %sb.AppendLine($"F1Score:{metrics.F1Score}")
         %sb.AppendLine($"LogLoss:{metrics.LogLoss}")