优化6个类，现在ks降低到0.28，史称3.0版本

2026-01-28 20:10:42 +08:00
parent 59697c0640
commit 39eede92f6
28 changed files with 3317 additions and 225 deletions
--- a/example/results/program_stats.json
+++ b/example/results/program_stats.json
@@ -0,0 +1,113 @@
+{
+  "features": [
+    "P1_B4002",
+    "P2_MSD",
+    "P4_HT_LD",
+    "P1_B2004",
+    "P1_B3004",
+    "P1_B4022",
+    "P1_B3005"
+  ],
+  "generated": {
+    "P1_B4002": {
+      "num_changes": 0,
+      "mean_dwell": 512.0,
+      "median_dwell": 512,
+      "mean_step": null,
+      "median_step": null
+    },
+    "P2_MSD": {
+      "num_changes": 0,
+      "mean_dwell": 512.0,
+      "median_dwell": 512,
+      "mean_step": null,
+      "median_step": null
+    },
+    "P4_HT_LD": {
+      "num_changes": 147,
+      "mean_dwell": 3.4594594594594597,
+      "median_dwell": 1.0,
+      "mean_step": 6.7685889115646285,
+      "median_step": 1.2689499999999896
+    },
+    "P1_B2004": {
+      "num_changes": 162,
+      "mean_dwell": 3.1411042944785277,
+      "median_dwell": 2,
+      "mean_step": 0.005886728395061727,
+      "median_step": 0.00016499999999999154
+    },
+    "P1_B3004": {
+      "num_changes": 329,
+      "mean_dwell": 1.5515151515151515,
+      "median_dwell": 1.0,
+      "mean_step": 6.167710607902744,
+      "median_step": 2.97004000000004
+    },
+    "P1_B4022": {
+      "num_changes": 511,
+      "mean_dwell": 1.0,
+      "median_dwell": 1.0,
+      "mean_step": 0.13465921722113547,
+      "median_step": 0.06072999999999951
+    },
+    "P1_B3005": {
+      "num_changes": 325,
+      "mean_dwell": 1.5705521472392638,
+      "median_dwell": 1.0,
+      "mean_step": 27.028075692307645,
+      "median_step": 4.829840000000104
+    }
+  },
+  "reference": {
+    "P1_B4002": {
+      "num_changes": 539,
+      "mean_dwell": 1111.111111111111,
+      "median_dwell": 1.0,
+      "mean_step": 0.03526690166975881,
+      "median_step": 0.02238999999999436
+    },
+    "P2_MSD": {
+      "num_changes": 0,
+      "mean_dwell": 600000.0,
+      "median_dwell": 600000,
+      "mean_step": null,
+      "median_step": null
+    },
+    "P4_HT_LD": {
+      "num_changes": 381284,
+      "mean_dwell": 1.5736260277744993,
+      "median_dwell": 1,
+      "mean_step": 1.0360111255124251,
+      "median_step": 0.24593999999999028
+    },
+    "P1_B2004": {
+      "num_changes": 854,
+      "mean_dwell": 701.7543859649123,
+      "median_dwell": 1,
+      "mean_step": 0.0017408899297423831,
+      "median_step": 0.0001900000000000096
+    },
+    "P1_B3004": {
+      "num_changes": 893,
+      "mean_dwell": 671.1409395973154,
+      "median_dwell": 1.0,
+      "mean_step": 1.3647845352743568,
+      "median_step": 1.2404200000000287
+    },
+    "P1_B4022": {
+      "num_changes": 592367,
+      "mean_dwell": 1.0128838829916538,
+      "median_dwell": 1.0,
+      "mean_step": 0.011701348724693727,
+      "median_step": 0.009259999999997603
+    },
+    "P1_B3005": {
+      "num_changes": 898,
+      "mean_dwell": 667.4082313681869,
+      "median_dwell": 1,
+      "mean_step": 4.884911592427617,
+      "median_step": 3.892939999999953
+    }
+  }
+}