Cursor: Apply local changes for cloud agent

2026-08-27 18:01:46 +08:00
parent 39002336c0
commit 42e6252f01
148 changed files with 120105 additions and 8122 deletions
@@ -0,0 +1,12 @@
+# Targeted v2 baseline
+
+This snapshot predates the English-task and complaint specialization round.
+
+Focused 480-record holdout:
+
+- Task: precision 0.9386, recall 0.6688, F1 0.7810
+- English task: precision 0.9333, recall 0.5250, F1 0.6720
+- Complaint: precision 0.9744, recall 0.4750, F1 0.6387
+
+The deployed model files, manifest, focused holdout report, and golden report
+are preserved for rollback and same-input comparison.
@@ -0,0 +1,146 @@
+{
+  "classifiers": [
+    {
+      "acceptedForAutomaticRouting": true,
+      "algorithm": "maxEnt",
+      "confidenceThreshold": 0.81,
+      "confidenceThresholdsByLanguage": {
+        "en": 0.81,
+        "zh-Hans": 0.81
+      },
+      "id": "task",
+      "labels": [
+        "notTask",
+        "task"
+      ],
+      "modelFile": "TaskIntentClassifier.mlmodel",
+      "positiveLabel": "task"
+    },
+    {
+      "acceptedForAutomaticRouting": true,
+      "algorithm": "maxEnt",
+      "confidenceThreshold": 0.6,
+      "confidenceThresholdsByLanguage": {
+        "en": 0.6,
+        "zh-Hans": 0.6
+      },
+      "id": "question",
+      "labels": [
+        "notQuestion",
+        "question"
+      ],
+      "modelFile": "QuestionIntentClassifier.mlmodel",
+      "positiveLabel": "question"
+    },
+    {
+      "acceptedForAutomaticRouting": true,
+      "algorithm": "maxEnt",
+      "confidenceThreshold": 0.82,
+      "confidenceThresholdsByLanguage": {
+        "en": 0.85,
+        "zh-Hans": 0.82
+      },
+      "id": "invitation",
+      "labels": [
+        "notInvitation",
+        "invitation"
+      ],
+      "modelFile": "InvitationIntentClassifier.mlmodel",
+      "positiveLabel": "invitation"
+    },
+    {
+      "acceptedForAutomaticRouting": true,
+      "algorithm": "maxEnt",
+      "confidenceThreshold": 0.91,
+      "confidenceThresholdsByLanguage": {
+        "en": 0.76,
+        "zh-Hans": 0.91
+      },
+      "id": "complaint",
+      "labels": [
+        "notComplaint",
+        "complaint"
+      ],
+      "modelFile": "ComplaintIntentClassifier.mlmodel",
+      "positiveLabel": "complaint"
+    },
+    {
+      "acceptedForAutomaticRouting": true,
+      "algorithm": "maxEnt",
+      "confidenceThreshold": 0.68,
+      "confidenceThresholdsByLanguage": {
+        "en": 0.68,
+        "zh-Hans": 0.53
+      },
+      "id": "scheduleNegotiation",
+      "labels": [
+        "notScheduleNegotiation",
+        "scheduleNegotiation"
+      ],
+      "modelFile": "ScheduleNegotiationIntentClassifier.mlmodel",
+      "positiveLabel": "scheduleNegotiation"
+    },
+    {
+      "acceptedForAutomaticRouting": true,
+      "algorithm": "maxEnt",
+      "confidenceThreshold": 0.72,
+      "confidenceThresholdsByLanguage": {
+        "en": 0.72,
+        "zh-Hans": 0.72
+      },
+      "id": "confirmationDecision",
+      "labels": [
+        "notConfirmationDecision",
+        "confirmationDecision"
+      ],
+      "modelFile": "ConfirmationDecisionIntentClassifier.mlmodel",
+      "positiveLabel": "confirmationDecision"
+    },
+    {
+      "acceptedForAutomaticRouting": true,
+      "algorithm": "maxEnt",
+      "confidenceThreshold": 0.73,
+      "confidenceThresholdsByLanguage": {
+        "en": 0.73,
+        "zh-Hans": 0.73
+      },
+      "id": "followUpReminder",
+      "labels": [
+        "notFollowUpReminder",
+        "followUpReminder"
+      ],
+      "modelFile": "FollowUpReminderIntentClassifier.mlmodel",
+      "positiveLabel": "followUpReminder"
+    },
+    {
+      "acceptedForAutomaticRouting": true,
+      "algorithm": "maxEnt",
+      "confidenceThreshold": 0.75,
+      "confidenceThresholdsByLanguage": {
+        "en": 0.75,
+        "zh-Hans": 0.79
+      },
+      "id": "replyableMessage",
+      "labels": [
+        "notReplyableMessage",
+        "replyableMessage"
+      ],
+      "modelFile": "ConversationalReplyIntentClassifier.mlmodel",
+      "positiveLabel": "replyableMessage"
+    },
+    {
+      "acceptedForAutomaticRouting": true,
+      "algorithm": "maxEnt",
+      "id": "sentiment",
+      "labels": [
+        "negative",
+        "neutral",
+        "positive"
+      ],
+      "modelFile": "SentimentClassifier.mlmodel"
+    }
+  ],
+  "corpusRecordCount": 13332,
+  "generatedAt": "2026-08-26T15:18:57Z",
+  "schemaVersion": 2
+}