Adding Lab2.

2026-08-25 12:19:45 -06:00
parent a3f00b0d60
commit 548746321e
23 changed files with 2482 additions and 3 deletions
@@ -0,0 +1,66 @@
+{
+  "split": {
+    "train": 800,
+    "dev": 200,
+    "clase_1_train": 200,
+    "clase_1_dev": 50
+  },
+  "candidatos": [
+    {
+      "arquitectura": {
+        "tipo": "mlp",
+        "entrada": 4,
+        "ocultas": [
+          32,
+          16
+        ]
+      },
+      "costo_dev": 41,
+      "umbral_dev": 0.4049999999999999,
+      "accuracy_dev": 0.895,
+      "precision_dev": 0.7377049180327869,
+      "recall_dev": 0.9,
+      "f1_dev": 0.8108108108108109
+    },
+    {
+      "arquitectura": {
+        "tipo": "mlp_residual_bn",
+        "entrada": 4,
+        "ancho": 32
+      },
+      "costo_dev": 48,
+      "umbral_dev": 0.05,
+      "accuracy_dev": 0.84,
+      "precision_dev": 0.6216216216216216,
+      "recall_dev": 0.92,
+      "f1_dev": 0.7419354838709677
+    }
+  ],
+  "mejor": {
+    "arquitectura": {
+      "tipo": "mlp",
+      "entrada": 4,
+      "ocultas": [
+        32,
+        16
+      ]
+    },
+    "costo_dev": 41,
+    "umbral_dev": 0.4049999999999999,
+    "accuracy_dev": 0.895,
+    "precision_dev": 0.7377049180327869,
+    "recall_dev": 0.9,
+    "f1_dev": 0.8108108108108109
+  },
+  "evaluacion_privada": {
+    "tp": 85,
+    "fp": 13,
+    "fn": 15,
+    "tn": 87,
+    "accuracy": 0.86,
+    "precision": 0.8673469387755102,
+    "recall": 0.85,
+    "especificidad": 0.87,
+    "f1": 0.8585858585858585
+  }
+}