From 52aaa4d1f645dfb82be99791ac74c1c9dd1c0e31 Mon Sep 17 00:00:00 2001
From: hotsixman <hotsixman05@gmail.com>
Date: Fri, 24 Apr 2026 23:51:56 +0900
Subject: [PATCH] .

---
 .DS_Store                   |   Bin 0 -> 6148 bytes
 compare.ts                  |    37 +
 datas/measure.json          |  7357 ++++++++++++++++
 predict-all.ts              |     9 +-
 t.sh                        |     6 +
 test/compare.json           | 12620 ++++++++++++++++++++++++++
 test/factors.json           | 16128 ++++++++++++++++++++++++++++++++++
 test/model.pth              |   Bin 0 -> 51862 bytes
 test/result.json            |  7332 ++++++++++++++++
 test/scaler.json            |     1 +
 test/validate_result_1.csv  |   201 +
 test/validate_result_10.csv |   201 +
 test/validate_result_2.csv  |   201 +
 test/validate_result_3.csv  |   201 +
 test/validate_result_4.csv  |   201 +
 test/validate_result_5.csv  |   201 +
 test/validate_result_6.csv  |   201 +
 test/validate_result_7.csv  |   201 +
 test/validate_result_8.csv  |   201 +
 test/validate_result_9.csv  |   201 +
 tsconfig.json               |     5 +
 21 files changed, 45502 insertions(+), 3 deletions(-)
 create mode 100644 .DS_Store
 create mode 100644 compare.ts
 create mode 100644 datas/measure.json
 create mode 100755 t.sh
 create mode 100644 test/compare.json
 create mode 100644 test/factors.json
 create mode 100644 test/model.pth
 create mode 100644 test/result.json
 create mode 100644 test/scaler.json
 create mode 100644 test/validate_result_1.csv
 create mode 100644 test/validate_result_10.csv
 create mode 100644 test/validate_result_2.csv
 create mode 100644 test/validate_result_3.csv
 create mode 100644 test/validate_result_4.csv
 create mode 100644 test/validate_result_5.csv
 create mode 100644 test/validate_result_6.csv
 create mode 100644 test/validate_result_7.csv
 create mode 100644 test/validate_result_8.csv
 create mode 100644 test/validate_result_9.csv
 create mode 100644 tsconfig.json

diff --git a/.DS_Store b/.DS_Store
new file mode 100644
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GIT binary patch
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diff --git a/compare.ts b/compare.ts
new file mode 100644
index 0000000..19d28a3
--- /dev/null
+++ b/compare.ts
@@ -0,0 +1,37 @@
+import path from 'node:path';
+import measure from './datas/measure.json';
+import predict from './result.json';
+import { writeFile, writeFileSync } from 'node:fs';
+
+const ob: any[] = [];
+
+let max = 0;
+let min = Infinity;
+predict.forEach((p) => {
+    const songno = path.basename(p.filename, '.tja')
+    const m = measure.find((m) => m.songno.toString() === songno && (
+        p.difficulty_type === "oni" ? m.diff === "oni" :
+        m.diff === "ura"
+    ));
+
+    if(m){
+        if(max < p.predicted_measure){
+            max = p.predicted_measure
+        }
+        if(min > p.predicted_measure){
+            min = p.predicted_measure;
+        }
+        ob.push({
+            songno,
+            diff: m.diff,
+            predicted: p.predicted_measure,
+            measure: m.상수,
+            error: p.predicted_measure - m.상수,
+            errorAbs: Math.abs(p.predicted_measure - m.상수)
+        })
+    }
+});
+
+ob.forEach((v) => v.calibrated = ((v.predicted - min) * 11 / (max - min) + 1))
+
+writeFileSync('./compare.json', JSON.stringify(ob, null, 2))
\ No newline at end of file
diff --git a/datas/measure.json b/datas/measure.json
new file mode 100644
index 0000000..9af626c
--- /dev/null
+++ b/datas/measure.json
@@ -0,0 +1,7357 @@
+[
+  {
+    "상수": 12,
+    "songno": 993,
+    "diff": "ura"
+  },
+  {
+    "상수": 12,
+    "songno": 1227,
+    "diff": "ura"
+  },
+  {
+    "상수": 12,
+    "songno": 765,
+    "diff": "ura"
+  },
+  {
+    "상수": 12,
+    "songno": 1043,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.9,
+    "songno": 1419,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.9,
+    "songno": 765,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.9,
+    "songno": 849,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.9,
+    "songno": 1350,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.9,
+    "songno": 120,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.9,
+    "songno": 1172,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.8,
+    "songno": 336,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.8,
+    "songno": 1369,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.8,
+    "songno": 1129,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.8,
+    "songno": 954,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.8,
+    "songno": 960,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.7,
+    "songno": 463,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.7,
+    "songno": 721,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.7,
+    "songno": 1072,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.7,
+    "songno": 1196,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.7,
+    "songno": 1278,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.6,
+    "songno": 1367,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.6,
+    "songno": 1048,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.6,
+    "songno": 1032,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.6,
+    "songno": 1216,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.6,
+    "songno": 1040,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.6,
+    "songno": 1392,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.5,
+    "songno": 1122,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.5,
+    "songno": 834,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.5,
+    "songno": 1042,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.5,
+    "songno": 1080,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.5,
+    "songno": 1319,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.5,
+    "songno": 627,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.4,
+    "songno": 393,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.4,
+    "songno": 518,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.4,
+    "songno": 1406,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.4,
+    "songno": 1276,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.4,
+    "songno": 1120,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.4,
+    "songno": 1249,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.3,
+    "songno": 1370,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.3,
+    "songno": 856,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.3,
+    "songno": 1145,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.3,
+    "songno": 401,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.3,
+    "songno": 868,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.3,
+    "songno": 555,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.3,
+    "songno": 503,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.2,
+    "songno": 1329,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.2,
+    "songno": 1236,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.2,
+    "songno": 1411,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.2,
+    "songno": 816,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.2,
+    "songno": 1317,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.2,
+    "songno": 1215,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.2,
+    "songno": 764,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.1,
+    "songno": 858,
+    "diff": "oni"
+  },
+  {
+    "상수": 11.1,
+    "songno": 451,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.1,
+    "songno": 1012,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.1,
+    "songno": 1310,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.1,
+    "songno": 283,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.1,
+    "songno": 1052,
+    "diff": "ura"
+  },
+  {
+    "상수": 11.1,
+    "songno": 896,
+    "diff": "oni"
+  },
+  {
+    "상수": 11,
+    "songno": 890,
+    "diff": "oni"
+  },
+  {
+    "상수": 11,
+    "songno": 778,
+    "diff": "oni"
+  },
+  {
+    "상수": 11,
+    "songno": 700,
+    "diff": "ura"
+  },
+  {
+    "상수": 11,
+    "songno": 1099,
+    "diff": "oni"
+  },
+  {
+    "상수": 11,
+    "songno": 866,
+    "diff": "ura"
+  },
+  {
+    "상수": 11,
+    "songno": 1465,
+    "diff": "ura"
+  },
+  {
+    "상수": 11,
+    "songno": 1066,
+    "diff": "oni"
+  },
+  {
+    "상수": 11,
+    "songno": 243,
+    "diff": "oni"
+  },
+  {
+    "상수": 10.9,
+    "songno": 186,
+    "diff": "oni"
+  },
+  {
+    "상수": 10.9,
+    "songno": 869,
+    "diff": "oni"
+  },
+  {
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+    "songno": 1041,
+    "diff": "oni"
+  },
+  {
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+    "songno": 892,
+    "diff": "oni"
+  },
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+    "diff": "oni"
+  },
+  {
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+    "songno": 716,
+    "diff": "ura"
+  },
+  {
+    "상수": 10.9,
+    "songno": 972,
+    "diff": "ura"
+  },
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+    "diff": "oni"
+  },
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+    "diff": "oni"
+  },
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+    "상수": 10.8,
+    "songno": 999,
+    "diff": "oni"
+  },
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+    "상수": 10.8,
+    "songno": 1413,
+    "diff": "ura"
+  },
+  {
+    "상수": 10.8,
+    "songno": 760,
+    "diff": "oni"
+  },
+  {
+    "상수": 10.8,
+    "songno": 763,
+    "diff": "oni"
+  },
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+    "상수": 10.8,
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+    "diff": "oni"
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+    "songno": 850,
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+    "songno": 1320,
+    "diff": "ura"
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+    "상수": 10.7,
+    "songno": 820,
+    "diff": "oni"
+  },
+  {
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+    "songno": 959,
+    "diff": "ura"
+  },
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+    "songno": 628,
+    "diff": "oni"
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+  {
+    "상수": 10.6,
+    "songno": 702,
+    "diff": "oni"
+  },
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+    "songno": 1308,
+    "diff": "ura"
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+    "diff": "oni"
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+    "diff": "ura"
+  },
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+    "diff": "oni"
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+    "상수": 10.5,
+    "songno": 33,
+    "diff": "oni"
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+    "diff": "ura"
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+    "diff": "oni"
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+    "diff": "ura"
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+    "diff": "ura"
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+    "diff": "ura"
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+    "songno": 1114,
+    "diff": "oni"
+  },
+  {
+    "상수": 2,
+    "songno": 9,
+    "diff": "oni"
+  },
+  {
+    "상수": 2,
+    "songno": 1300,
+    "diff": "oni"
+  },
+  {
+    "상수": 2,
+    "songno": 177,
+    "diff": "oni"
+  },
+  {
+    "상수": 2,
+    "songno": 1301,
+    "diff": "oni"
+  },
+  {
+    "상수": 2,
+    "songno": 582,
+    "diff": "oni"
+  },
+  {
+    "상수": 2,
+    "songno": 711,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.9,
+    "songno": 886,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.9,
+    "songno": 122,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.9,
+    "songno": 492,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.9,
+    "songno": 1201,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.9,
+    "songno": 1399,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.9,
+    "songno": 882,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.9,
+    "songno": 1186,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.9,
+    "songno": 1376,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.8,
+    "songno": 1187,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.8,
+    "songno": 271,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.8,
+    "songno": 482,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.8,
+    "songno": 368,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.8,
+    "songno": 1055,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.8,
+    "songno": 415,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.8,
+    "songno": 1153,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.7,
+    "songno": 1333,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.7,
+    "songno": 664,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.7,
+    "songno": 1110,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.7,
+    "songno": 894,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.7,
+    "songno": 353,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.7,
+    "songno": 197,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.6,
+    "songno": 1244,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.6,
+    "songno": 25,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.6,
+    "songno": 1374,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.6,
+    "songno": 1330,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.6,
+    "songno": 36,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.6,
+    "songno": 1400,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.6,
+    "songno": 1029,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.5,
+    "songno": 366,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.5,
+    "songno": 1361,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.5,
+    "songno": 1332,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.5,
+    "songno": 430,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.5,
+    "songno": 974,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.5,
+    "songno": 11,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.4,
+    "songno": 1212,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.4,
+    "songno": 1218,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.4,
+    "songno": 1302,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.4,
+    "songno": 101,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.4,
+    "songno": 1343,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.3,
+    "songno": 1295,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.3,
+    "songno": 877,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.3,
+    "songno": 824,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.3,
+    "songno": 272,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.3,
+    "songno": 314,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.2,
+    "songno": 831,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.2,
+    "songno": 1389,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.2,
+    "songno": 1118,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.2,
+    "songno": 1466,
+    "diff": "ura"
+  },
+  {
+    "상수": 1.2,
+    "songno": 1448,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.1,
+    "songno": 246,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.1,
+    "songno": 42,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.1,
+    "songno": 312,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.1,
+    "songno": 1243,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.1,
+    "songno": 1375,
+    "diff": "oni"
+  },
+  {
+    "상수": 1.1,
+    "songno": 333,
+    "diff": "oni"
+  },
+  {
+    "상수": 1,
+    "songno": 235,
+    "diff": "oni"
+  },
+  {
+    "상수": 1,
+    "songno": 811,
+    "diff": "oni"
+  },
+  {
+    "상수": 1,
+    "songno": 604,
+    "diff": "oni"
+  },
+  {
+    "상수": 1,
+    "songno": 895,
+    "diff": "oni"
+  }
+]
\ No newline at end of file
diff --git a/predict-all.ts b/predict-all.ts
index 9d1c1ba..d2b3f0c 100644
--- a/predict-all.ts
+++ b/predict-all.ts
@@ -24,17 +24,18 @@ async function predictAll() {
 
     const finalResults: any[] = [];
 
+    let i = 0;
     for (const file of files) {
         const fullPath = join(tjaDir, file);
-        
+
         for (const diff of targetDifficulties) {
             try {
                 // 개별 예측 실행
                 const cmd = `bun script/predict.ts "${workingDir}" "${fullPath}" "${diff}"`;
                 const output = execSync(cmd, { stdio: ['pipe', 'pipe', 'ignore'] }).toString();
-                
+
                 const match = output.match(/(?:Prediction|Predicted Difficulty):\s*(\d+\.\d+)/);
-                
+
                 if (match) {
                     const value = parseFloat(match[1]);
                     console.log(`✅ [${file}] ${diff.toUpperCase()}: ${value}`);
@@ -48,6 +49,8 @@ async function predictAll() {
                 // 해당 난이도가 없는 경우 조용히 넘어감
             }
         }
+        i++;
+        console.log(`${i}/${files.length}`)
     }
 
     // 결과 저장 (확장자에 따라 분기)
diff --git a/t.sh b/t.sh
new file mode 100755
index 0000000..7d25b59
--- /dev/null
+++ b/t.sh
@@ -0,0 +1,6 @@
+for val in 0.5 0.45 0.4 0.35 0.3 0.25 0.2; do
+  echo "🚀 현재 학습 파라미터: $val (50회 반복 중)"
+  for i in {1..50}; do
+    ./train.sh script test datas 1000 200 $val 10
+  done
+done
\ No newline at end of file
diff --git a/test/compare.json b/test/compare.json
new file mode 100644
index 0000000..d465673
--- /dev/null
+++ b/test/compare.json
@@ -0,0 +1,12620 @@
+[
+  {
+    "songno": "449",
+    "diff": "oni",
+    "predicted": 8.57,
+    "measure": 8.1,
+    "error": 0.47000000000000064,
+    "errorAbs": 0.47000000000000064,
+    "calibrated": 8.368932038834952
+  },
+  {
+    "songno": "307",
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+    "predicted": 3.85,
+    "measure": 4.1,
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+    "errorAbs": 0.24999999999999956,
+    "calibrated": 3.7864077669902914
+  },
+  {
+    "songno": "461",
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+    "predicted": 6.98,
+    "measure": 7.1,
+    "error": -0.11999999999999922,
+    "errorAbs": 0.11999999999999922,
+    "calibrated": 6.825242718446602
+  },
+  {
+    "songno": "313",
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+    "predicted": 2.99,
+    "measure": 2.6,
+    "error": 0.3900000000000001,
+    "errorAbs": 0.3900000000000001,
+    "calibrated": 2.951456310679612
+  },
+  {
+    "songno": "1136",
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+    "predicted": 2.76,
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+    "errorAbs": 0.05999999999999961,
+    "calibrated": 2.7281553398058254
+  },
+  {
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+    "measure": 7.8,
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+    "errorAbs": 0.1800000000000006,
+    "calibrated": 7.796116504854369
+  },
+  {
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+    "measure": 11.5,
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+    "errorAbs": 0.8399999999999999,
+    "calibrated": 10.398058252427184
+  },
+  {
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+    "predicted": 7.08,
+    "measure": 7.2,
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+    "calibrated": 6.922330097087378
+  },
+  {
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+    "calibrated": 4.407766990291262
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+  {
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+    "measure": 7.2,
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+    "calibrated": 7.271844660194175
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+  {
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+    "calibrated": 3.7475728155339807
+  },
+  {
+    "songno": "105",
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+    "measure": 2.9,
+    "error": 0.1499999999999999,
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+    "calibrated": 3.0097087378640777
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+  {
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+  {
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+    "predicted": 8.3,
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+    "errorAbs": 0.09999999999999964,
+    "calibrated": 8.106796116504857
+  },
+  {
+    "songno": "1308",
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+    "errorAbs": 0.6999999999999993,
+    "calibrated": 9.660194174757281
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+  {
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+  },
+  {
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+  {
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+    "calibrated": 9.427184466019417
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+  {
+    "songno": "1452",
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+    "songno": "1297",
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\ No newline at end of file
diff --git a/test/factors.json b/test/factors.json
new file mode 100644
index 0000000..020df7d
--- /dev/null
+++ b/test/factors.json
@@ -0,0 +1,16128 @@
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diff --git a/test/result.json b/test/result.json
new file mode 100644
index 0000000..b0edb0e
--- /dev/null
+++ b/test/result.json
@@ -0,0 +1,7332 @@
+[
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+    "difficulty_type": "oni",
+    "predicted_measure": 8.57
+  },
+  {
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+  },
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+  },
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diff --git a/test/scaler.json b/test/scaler.json
new file mode 100644
index 0000000..377bbc1
--- /dev/null
+++ b/test/scaler.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/test/validate_result_1.csv b/test/validate_result_1.csv
new file mode 100644
index 0000000..bc48ec3
--- /dev/null
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diff --git a/test/validate_result_10.csv b/test/validate_result_10.csv
new file mode 100644
index 0000000..719f06f
--- /dev/null
+++ b/test/validate_result_10.csv
@@ -0,0 +1,201 @@
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diff --git a/test/validate_result_2.csv b/test/validate_result_2.csv
new file mode 100644
index 0000000..474a305
--- /dev/null
+++ b/test/validate_result_2.csv
@@ -0,0 +1,201 @@
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diff --git a/test/validate_result_3.csv b/test/validate_result_3.csv
new file mode 100644
index 0000000..e9e5cf8
--- /dev/null
+++ b/test/validate_result_3.csv
@@ -0,0 +1,201 @@
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diff --git a/test/validate_result_4.csv b/test/validate_result_4.csv
new file mode 100644
index 0000000..6274898
--- /dev/null
+++ b/test/validate_result_4.csv
@@ -0,0 +1,201 @@
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diff --git a/test/validate_result_5.csv b/test/validate_result_5.csv
new file mode 100644
index 0000000..7896c2d
--- /dev/null
+++ b/test/validate_result_5.csv
@@ -0,0 +1,201 @@
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diff --git a/test/validate_result_6.csv b/test/validate_result_6.csv
new file mode 100644
index 0000000..5fc9b00
--- /dev/null
+++ b/test/validate_result_6.csv
@@ -0,0 +1,201 @@
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diff --git a/test/validate_result_7.csv b/test/validate_result_7.csv
new file mode 100644
index 0000000..ffe4939
--- /dev/null
+++ b/test/validate_result_7.csv
@@ -0,0 +1,201 @@
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diff --git a/test/validate_result_8.csv b/test/validate_result_8.csv
new file mode 100644
index 0000000..d0dc70f
--- /dev/null
+++ b/test/validate_result_8.csv
@@ -0,0 +1,201 @@
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diff --git a/test/validate_result_9.csv b/test/validate_result_9.csv
new file mode 100644
index 0000000..5dff81c
--- /dev/null
+++ b/test/validate_result_9.csv
@@ -0,0 +1,201 @@
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diff --git a/tsconfig.json b/tsconfig.json
new file mode 100644
index 0000000..1b20c17
--- /dev/null
+++ b/tsconfig.json
@@ -0,0 +1,5 @@
+{
+    "compilerOptions": {
+        "lib": []
+    }
+}
\ No newline at end of file