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company_rules.json

@@ -0,0 +1,299 @@
+{
+  "TCS": {
+    "weights": {
+      "Logical Reasoning": 3,
+      "Programming Fundamentals": 3,
+      "Quantitative Aptitude": 3,
+      "Verbal Ability": 3,
+      "Behavioral / HR": 2,
+      "DBMS & SQL": 2,
+      "DSA": 2,
+      "OOP": 2,
+      "Computer Networks": 1,
+      "Operating Systems": 1
+    },
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+      "medium"
+    ]
+  },
+  "Infosys": {
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+      "Operating Systems": 1,
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+      "medium",
+      "hard"
+    ]
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+  "Wipro": {
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+      "DSA": 2,
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+      "OOP": 1
+    },
+    "difficulty": [
+      "easy",
+      "medium"
+    ]
+  },
+  "Accenture": {
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+      "Computer Networks": 2,
+      "Quantitative Aptitude": 2,
+      "DSA": 1
+    },
+    "difficulty": [
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+      "medium"
+    ]
+  },
+  "Cognizant": {
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+      "medium"
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+  },
+  "Capgemini": {
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+      "Computer Networks": 1,
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+      "Operating Systems": 1
+    },
+    "difficulty": [
+      "easy",
+      "medium"
+    ]
+  },
+  "HCLTech": {
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+      "Programming Fundamentals": 2,
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+    },
+    "difficulty": [
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+      "medium"
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+  },
+  "Deloitte": {
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+      "Guesstimates & Case Studies": 1
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+    "difficulty": [
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+      "medium"
+    ]
+  },
+  "ZS Associates": {
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+  "ION Group": {
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+  "Google": {
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+  "Meta": {
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+    "difficulty": [
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+  "Apple": {
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+  "Netflix": {
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+    },
+    "difficulty": [
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+      "hard"
+    ]
+  }
+}

difficulty_label_encoder.joblib

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difficulty_model.joblib

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results.json

@@ -0,0 +1,14 @@
+{
+  "subject_best_model": "Logistic Regression",
+  "subject_cv_macro_f1": {
+    "Random Forest (baseline)": 0.6276,
+    "Logistic Regression": 0.7617,
+    "XGBoost": 0.6034
+  },
+  "difficulty_best_model": "Random Forest (baseline)",
+  "difficulty_cv_macro_f1": {
+    "Random Forest (baseline)": 0.564,
+    "Logistic Regression": 0.52,
+    "XGBoost": 0.5103
+  }
+}

subject_label_encoder.joblib

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subject_model.joblib

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