Deploy from GitHub Actions: 5ee50547b645fd2d6fee62fbf508118db7abbb72

.gitattributes

@@ -0,0 +1 @@
+models/*.joblib filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -3,7 +3,6 @@ venv/
 __pycache__/
 *.pyc
 .pytest_cache/
-models/
 mlruns/
 .streamlit/
 "hf_space/" 

models/metadata.json

@@ -0,0 +1,43 @@
+{
+  "best_params": {
+    "rf__n_estimators": 50
+  },
+  "cv": 2,
+  "recall_test": 0.9722222222222222,
+  "feature_names": [
+    "mean radius",
+    "mean texture",
+    "mean perimeter",
+    "mean area",
+    "mean smoothness",
+    "mean compactness",
+    "mean concavity",
+    "mean concave points",
+    "mean symmetry",
+    "mean fractal dimension",
+    "radius error",
+    "texture error",
+    "perimeter error",
+    "area error",
+    "smoothness error",
+    "compactness error",
+    "concavity error",
+    "concave points error",
+    "symmetry error",
+    "fractal dimension error",
+    "worst radius",
+    "worst texture",
+    "worst perimeter",
+    "worst area",
+    "worst smoothness",
+    "worst compactness",
+    "worst concavity",
+    "worst concave points",
+    "worst symmetry",
+    "worst fractal dimension"
+  ],
+  "target_names": [
+    "malignant",
+    "benign"
+  ]
+}

models/model.joblib

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5dfb5edfc48112e97c68a16ddf4d4011c4b50db33e82c267a244a685e6d2fda2
+size 164146

src/utils.py

@@ -1,5 +1,7 @@
 from pathlib import Path
 
+
+ROOT = Path(__file__).resolve().parents[1]
 MODELS_DIR = Path("models")
 MODELS_DIR.mkdir(parents=True, exist_ok=True)