Closes #019 - Live Python Machine Learning Pipeline Integration

2026-06-14 13:07:55 +02:00
parent 02cedd6ee6
commit 9c5cd78801
6 changed files with 920 additions and 4 deletions
--- a/public/data/ensemble_predictions.json
+++ b/public/data/ensemble_predictions.json
@@ -0,0 +1,86 @@
+{
+  "isShieldActive": false,
+  "predictions": {
+    "BTC": {
+      "rf": {
+        "T1": 0.528,
+        "T5": 0.539,
+        "T10": 0.59
+      },
+      "gb": {
+        "T1": 0.54,
+        "T5": 0.513,
+        "T10": 0.733
+      },
+      "lr": {
+        "T1": 0.542,
+        "T5": 0.595,
+        "T10": 0.641
+      },
+      "svm": {
+        "T1": 0.487,
+        "T5": 0.477,
+        "T10": 0.528
+      },
+      "mlp": {
+        "T1": 0.346,
+        "T5": 1.0,
+        "T10": 0.998
+      }
+    },
+    "ETH": {
+      "rf": {
+        "T1": 0.508,
+        "T5": 0.549,
+        "T10": 0.59
+      },
+      "gb": {
+        "T1": 0.55,
+        "T5": 0.513,
+        "T10": 0.703
+      },
+      "lr": {
+        "T1": 0.542,
+        "T5": 0.575,
+        "T10": 0.651
+      },
+      "svm": {
+        "T1": 0.477,
+        "T5": 0.477,
+        "T10": 0.528
+      },
+      "mlp": {
+        "T1": 0.346,
+        "T5": 0.99,
+        "T10": 1.018
+      }
+    },
+    "SOL": {
+      "rf": {
+        "T1": 0.558,
+        "T5": 0.539,
+        "T10": 0.57
+      },
+      "gb": {
+        "T1": 0.52,
+        "T5": 0.533,
+        "T10": 0.733
+      },
+      "lr": {
+        "T1": 0.552,
+        "T5": 0.595,
+        "T10": 0.631
+      },
+      "svm": {
+        "T1": 0.487,
+        "T5": 0.507,
+        "T10": 0.528
+      },
+      "mlp": {
+        "T1": 0.366,
+        "T5": 1.0,
+        "T10": 0.978
+      }
+    }
+  }
+}