1448 lines
42 KiB
JSON
1448 lines
42 KiB
JSON
{
|
|
"binaryMacro" : {
|
|
"accuracy" : 0.9418,
|
|
"f1" : 0.6374,
|
|
"precision" : 0.9492,
|
|
"recall" : 0.5091
|
|
},
|
|
"binaryMacroByLanguage" : {
|
|
"en" : {
|
|
"accuracy" : 0.9344,
|
|
"f1" : 0.5749,
|
|
"precision" : 0.775,
|
|
"recall" : 0.4882
|
|
},
|
|
"zh-Hans" : {
|
|
"accuracy" : 0.9492,
|
|
"f1" : 0.66,
|
|
"precision" : 0.9929,
|
|
"recall" : 0.53
|
|
}
|
|
},
|
|
"classifiers" : [
|
|
{
|
|
"falseNegativeExamples" : [
|
|
{
|
|
"confidence" : 0.9858,
|
|
"family" : "task_next_action",
|
|
"id" : "random-20260826-en-task_next_action-016",
|
|
"language" : "en",
|
|
"text" : "In short, Your next action is to prepare the budget notes before the next review for the project lead."
|
|
},
|
|
{
|
|
"confidence" : 0.9791,
|
|
"family" : "task_next_action",
|
|
"id" : "random-20260826-zh-Hans-task_next_action-004",
|
|
"language" : "zh-Hans",
|
|
"text" : "单独记一下,下一步由你整理验收截图,请在两个工作日内交给客服团队。"
|
|
},
|
|
{
|
|
"confidence" : 0.9788,
|
|
"family" : "task_next_action",
|
|
"id" : "random-20260826-en-task_next_action-011",
|
|
"language" : "en",
|
|
"text" : "Just to add, Your next action is to prepare the test findings within two business days for Finance."
|
|
},
|
|
{
|
|
"confidence" : 0.9785,
|
|
"family" : "task_next_action",
|
|
"id" : "random-20260826-en-task_next_action-004",
|
|
"language" : "en",
|
|
"text" : "Your next action is to prepare the delivery checklist as this week closes for the project lead."
|
|
},
|
|
{
|
|
"confidence" : 0.9759,
|
|
"family" : "task_next_action",
|
|
"id" : "random-20260826-en-task_next_action-017",
|
|
"language" : "en",
|
|
"text" : "In short, Your next action is to prepare the budget notes as this week closes for the project lead."
|
|
}
|
|
],
|
|
"falsePositiveExamples" : [
|
|
|
|
],
|
|
"id" : "task",
|
|
"metrics" : {
|
|
"accuracy" : 0.9016,
|
|
"f1" : 0.3505,
|
|
"falseNegative" : 63,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.2125,
|
|
"total" : 640,
|
|
"trueNegative" : 560,
|
|
"truePositive" : 17
|
|
},
|
|
"metricsByLanguage" : {
|
|
"en" : {
|
|
"accuracy" : 0.875,
|
|
"f1" : 0,
|
|
"falseNegative" : 40,
|
|
"falsePositive" : 0,
|
|
"precision" : 0,
|
|
"recall" : 0,
|
|
"total" : 320,
|
|
"trueNegative" : 280,
|
|
"truePositive" : 0
|
|
},
|
|
"zh-Hans" : {
|
|
"accuracy" : 0.9281,
|
|
"f1" : 0.5965,
|
|
"falseNegative" : 23,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.425,
|
|
"total" : 320,
|
|
"trueNegative" : 280,
|
|
"truePositive" : 17
|
|
}
|
|
},
|
|
"thresholdAt90Precision" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9172,
|
|
"f1" : 0.531,
|
|
"falseNegative" : 50,
|
|
"falsePositive" : 3,
|
|
"precision" : 0.9091,
|
|
"recall" : 0.375,
|
|
"total" : 640,
|
|
"trueNegative" : 557,
|
|
"truePositive" : 30
|
|
},
|
|
"threshold" : 0.93
|
|
},
|
|
"thresholdAt95Precision" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9125,
|
|
"f1" : 0.4717,
|
|
"falseNegative" : 55,
|
|
"falsePositive" : 1,
|
|
"precision" : 0.9615,
|
|
"recall" : 0.3125,
|
|
"total" : 640,
|
|
"trueNegative" : 559,
|
|
"truePositive" : 25
|
|
},
|
|
"threshold" : 0.96
|
|
},
|
|
"thresholdsAt90PrecisionByLanguage" : {
|
|
"en" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.8875,
|
|
"f1" : 0.1818,
|
|
"falseNegative" : 36,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.1,
|
|
"total" : 320,
|
|
"trueNegative" : 280,
|
|
"truePositive" : 4
|
|
},
|
|
"threshold" : 0.97
|
|
},
|
|
"zh-Hans" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9438,
|
|
"f1" : 0.7273,
|
|
"falseNegative" : 16,
|
|
"falsePositive" : 2,
|
|
"precision" : 0.9231,
|
|
"recall" : 0.6,
|
|
"total" : 320,
|
|
"trueNegative" : 278,
|
|
"truePositive" : 24
|
|
},
|
|
"threshold" : 0.69
|
|
}
|
|
},
|
|
"thresholdsAt95PrecisionByLanguage" : {
|
|
"en" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.8875,
|
|
"f1" : 0.1818,
|
|
"falseNegative" : 36,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.1,
|
|
"total" : 320,
|
|
"trueNegative" : 280,
|
|
"truePositive" : 4
|
|
},
|
|
"threshold" : 0.97
|
|
},
|
|
"zh-Hans" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9375,
|
|
"f1" : 0.6667,
|
|
"falseNegative" : 20,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.5,
|
|
"total" : 320,
|
|
"trueNegative" : 280,
|
|
"truePositive" : 20
|
|
},
|
|
"threshold" : 0.94
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"falseNegativeExamples" : [
|
|
{
|
|
"confidence" : 0.5878,
|
|
"family" : "fixed_invitation",
|
|
"id" : "random-20260826-en-fixed_invitation-001",
|
|
"language" : "en",
|
|
"text" : "Also, I saved you a spot to attend the celebration tomorrow at 10:30 at the cafe downstairs; can you make it?"
|
|
},
|
|
{
|
|
"confidence" : 0.5765,
|
|
"family" : "complaint_support",
|
|
"id" : "random-20260826-zh-Hans-complaint_support-006",
|
|
"language" : "zh-Hans",
|
|
"text" : "对了,我已经重试三次,还是付款结果重复扣款,导致交付时间被耽误。请问什么时候能处理?"
|
|
},
|
|
{
|
|
"confidence" : 0.5511,
|
|
"family" : "schedule_negotiation",
|
|
"id" : "random-20260826-en-schedule_negotiation-009",
|
|
"language" : "en",
|
|
"text" : "The original slot is blocked for me; could we swap to Tuesday at 4:30?"
|
|
},
|
|
{
|
|
"confidence" : 0.5472,
|
|
"family" : "complaint_support",
|
|
"id" : "random-20260826-zh-Hans-complaint_support-007",
|
|
"language" : "zh-Hans",
|
|
"text" : "刚想到,物流状态停了五天到现在没解决,客户已经在催,能给一个明确答复吗?"
|
|
},
|
|
{
|
|
"confidence" : 0.5365,
|
|
"family" : "schedule_negotiation",
|
|
"id" : "random-20260826-en-schedule_negotiation-001",
|
|
"language" : "en",
|
|
"text" : "In short, I cannot make tomorrow at 10:30. Would late Friday afternoon be workable instead?"
|
|
}
|
|
],
|
|
"falsePositiveExamples" : [
|
|
|
|
],
|
|
"id" : "question",
|
|
"metrics" : {
|
|
"accuracy" : 0.9141,
|
|
"f1" : 0.7925,
|
|
"falseNegative" : 55,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.6563,
|
|
"total" : 640,
|
|
"trueNegative" : 480,
|
|
"truePositive" : 105
|
|
},
|
|
"metricsByLanguage" : {
|
|
"en" : {
|
|
"accuracy" : 0.8563,
|
|
"f1" : 0.5965,
|
|
"falseNegative" : 46,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.425,
|
|
"total" : 320,
|
|
"trueNegative" : 240,
|
|
"truePositive" : 34
|
|
},
|
|
"zh-Hans" : {
|
|
"accuracy" : 0.9719,
|
|
"f1" : 0.9404,
|
|
"falseNegative" : 9,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.8875,
|
|
"total" : 320,
|
|
"trueNegative" : 240,
|
|
"truePositive" : 71
|
|
}
|
|
},
|
|
"thresholdAt90Precision" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9563,
|
|
"f1" : 0.9108,
|
|
"falseNegative" : 17,
|
|
"falsePositive" : 11,
|
|
"precision" : 0.9286,
|
|
"recall" : 0.8938,
|
|
"total" : 640,
|
|
"trueNegative" : 469,
|
|
"truePositive" : 143
|
|
},
|
|
"threshold" : 0.05
|
|
},
|
|
"thresholdAt95Precision" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9531,
|
|
"f1" : 0.9013,
|
|
"falseNegative" : 23,
|
|
"falsePositive" : 7,
|
|
"precision" : 0.9514,
|
|
"recall" : 0.8563,
|
|
"total" : 640,
|
|
"trueNegative" : 473,
|
|
"truePositive" : 137
|
|
},
|
|
"threshold" : 0.08
|
|
},
|
|
"thresholdsAt90PrecisionByLanguage" : {
|
|
"en" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9281,
|
|
"f1" : 0.8456,
|
|
"falseNegative" : 17,
|
|
"falsePositive" : 6,
|
|
"precision" : 0.913,
|
|
"recall" : 0.7875,
|
|
"total" : 320,
|
|
"trueNegative" : 234,
|
|
"truePositive" : 63
|
|
},
|
|
"threshold" : 0.05
|
|
},
|
|
"zh-Hans" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9875,
|
|
"f1" : 0.9756,
|
|
"falseNegative" : 0,
|
|
"falsePositive" : 4,
|
|
"precision" : 0.9524,
|
|
"recall" : 1,
|
|
"total" : 320,
|
|
"trueNegative" : 236,
|
|
"truePositive" : 80
|
|
},
|
|
"threshold" : 0.06
|
|
}
|
|
},
|
|
"thresholdsAt95PrecisionByLanguage" : {
|
|
"en" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9188,
|
|
"f1" : 0.8143,
|
|
"falseNegative" : 23,
|
|
"falsePositive" : 3,
|
|
"precision" : 0.95,
|
|
"recall" : 0.7125,
|
|
"total" : 320,
|
|
"trueNegative" : 237,
|
|
"truePositive" : 57
|
|
},
|
|
"threshold" : 0.08
|
|
},
|
|
"zh-Hans" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9875,
|
|
"f1" : 0.9756,
|
|
"falseNegative" : 0,
|
|
"falsePositive" : 4,
|
|
"precision" : 0.9524,
|
|
"recall" : 1,
|
|
"total" : 320,
|
|
"trueNegative" : 236,
|
|
"truePositive" : 80
|
|
},
|
|
"threshold" : 0.06
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"falseNegativeExamples" : [
|
|
{
|
|
"confidence" : 0.7305,
|
|
"family" : "fixed_invitation",
|
|
"id" : "random-20260826-zh-Hans-fixed_invitation-003",
|
|
"language" : "zh-Hans",
|
|
"text" : "我给你留了位置,周六傍晚到楼下咖啡店碰面聊方案,能来不?"
|
|
},
|
|
{
|
|
"confidence" : 0.6961,
|
|
"family" : "fixed_invitation",
|
|
"id" : "random-20260826-zh-Hans-fixed_invitation-017",
|
|
"language" : "zh-Hans",
|
|
"text" : "刚想到,我给你留了位置,明天十点半到客户办公室碰面聊方案,能来不?"
|
|
},
|
|
{
|
|
"confidence" : 0.6813,
|
|
"family" : "fixed_invitation",
|
|
"id" : "random-20260826-zh-Hans-fixed_invitation-015",
|
|
"language" : "zh-Hans",
|
|
"text" : "补充一下,我给你留了位置,明天十点半到三号会议室参加小范围评审,能来不?"
|
|
},
|
|
{
|
|
"confidence" : 0.5808,
|
|
"family" : "fixed_invitation",
|
|
"id" : "random-20260826-zh-Hans-fixed_invitation-001",
|
|
"language" : "zh-Hans",
|
|
"text" : "简单说,我给你留了位置,今晚九点到园区北门参加庆功会,能来不?"
|
|
},
|
|
{
|
|
"confidence" : 0.5026,
|
|
"family" : "fixed_invitation",
|
|
"id" : "random-20260826-zh-Hans-fixed_invitation-019",
|
|
"language" : "zh-Hans",
|
|
"text" : "另外,我给你留了位置,周六傍晚到楼下咖啡店吃顿便饭,能来不?"
|
|
}
|
|
],
|
|
"falsePositiveExamples" : [
|
|
|
|
],
|
|
"id" : "invitation",
|
|
"metrics" : {
|
|
"accuracy" : 0.9688,
|
|
"f1" : 0.6667,
|
|
"falseNegative" : 20,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.5,
|
|
"total" : 640,
|
|
"trueNegative" : 600,
|
|
"truePositive" : 20
|
|
},
|
|
"metricsByLanguage" : {
|
|
"en" : {
|
|
"accuracy" : 0.9625,
|
|
"f1" : 0.5714,
|
|
"falseNegative" : 12,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.4,
|
|
"total" : 320,
|
|
"trueNegative" : 300,
|
|
"truePositive" : 8
|
|
},
|
|
"zh-Hans" : {
|
|
"accuracy" : 0.975,
|
|
"f1" : 0.75,
|
|
"falseNegative" : 8,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.6,
|
|
"total" : 320,
|
|
"trueNegative" : 300,
|
|
"truePositive" : 12
|
|
}
|
|
},
|
|
"thresholdAt90Precision" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9797,
|
|
"f1" : 0.8219,
|
|
"falseNegative" : 10,
|
|
"falsePositive" : 3,
|
|
"precision" : 0.9091,
|
|
"recall" : 0.75,
|
|
"total" : 640,
|
|
"trueNegative" : 597,
|
|
"truePositive" : 30
|
|
},
|
|
"threshold" : 0.36
|
|
},
|
|
"thresholdAt95Precision" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.975,
|
|
"f1" : 0.7576,
|
|
"falseNegative" : 15,
|
|
"falsePositive" : 1,
|
|
"precision" : 0.9615,
|
|
"recall" : 0.625,
|
|
"total" : 640,
|
|
"trueNegative" : 599,
|
|
"truePositive" : 25
|
|
},
|
|
"threshold" : 0.46
|
|
},
|
|
"thresholdsAt90PrecisionByLanguage" : {
|
|
"en" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9938,
|
|
"f1" : 0.95,
|
|
"falseNegative" : 1,
|
|
"falsePositive" : 1,
|
|
"precision" : 0.95,
|
|
"recall" : 0.95,
|
|
"total" : 320,
|
|
"trueNegative" : 299,
|
|
"truePositive" : 19
|
|
},
|
|
"threshold" : 0.12
|
|
},
|
|
"zh-Hans" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9875,
|
|
"f1" : 0.8947,
|
|
"falseNegative" : 3,
|
|
"falsePositive" : 1,
|
|
"precision" : 0.9444,
|
|
"recall" : 0.85,
|
|
"total" : 320,
|
|
"trueNegative" : 299,
|
|
"truePositive" : 17
|
|
},
|
|
"threshold" : 0.46
|
|
}
|
|
},
|
|
"thresholdsAt95PrecisionByLanguage" : {
|
|
"en" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9938,
|
|
"f1" : 0.95,
|
|
"falseNegative" : 1,
|
|
"falsePositive" : 1,
|
|
"precision" : 0.95,
|
|
"recall" : 0.95,
|
|
"total" : 320,
|
|
"trueNegative" : 299,
|
|
"truePositive" : 19
|
|
},
|
|
"threshold" : 0.12
|
|
},
|
|
"zh-Hans" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9844,
|
|
"f1" : 0.8571,
|
|
"falseNegative" : 5,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.75,
|
|
"total" : 320,
|
|
"trueNegative" : 300,
|
|
"truePositive" : 15
|
|
},
|
|
"threshold" : 0.66
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"falseNegativeExamples" : [
|
|
{
|
|
"confidence" : 0.7866,
|
|
"family" : "complaint_support",
|
|
"id" : "random-20260826-zh-Hans-complaint_support-005",
|
|
"language" : "zh-Hans",
|
|
"text" : "先说重点,我已经重试三次,还是账号又被锁住,导致我无法继续操作。请问什么时候能处理?"
|
|
},
|
|
{
|
|
"confidence" : 0.7672,
|
|
"family" : "complaint_support",
|
|
"id" : "random-20260826-zh-Hans-complaint_support-012",
|
|
"language" : "zh-Hans",
|
|
"text" : "对了,我已经重试三次,还是付款结果重复扣款,导致工作完全卡住。请问什么时候能处理?"
|
|
},
|
|
{
|
|
"confidence" : 0.7505,
|
|
"family" : "complaint_support",
|
|
"id" : "random-20260826-en-complaint_support-009",
|
|
"language" : "en",
|
|
"text" : "Also, the account is locked again is still unresolved and my family cannot receive the item. Can I get a clear answer?"
|
|
},
|
|
{
|
|
"confidence" : 0.749,
|
|
"family" : "complaint_support",
|
|
"id" : "random-20260826-zh-Hans-complaint_support-019",
|
|
"language" : "zh-Hans",
|
|
"text" : "先说重点,付款结果重复扣款到现在没解决,工作完全卡住,能给一个明确答复吗?"
|
|
},
|
|
{
|
|
"confidence" : 0.6596,
|
|
"family" : "complaint_support",
|
|
"id" : "random-20260826-zh-Hans-complaint_support-006",
|
|
"language" : "zh-Hans",
|
|
"text" : "对了,我已经重试三次,还是付款结果重复扣款,导致交付时间被耽误。请问什么时候能处理?"
|
|
}
|
|
],
|
|
"falsePositiveExamples" : [
|
|
{
|
|
"confidence" : 0.8486,
|
|
"family" : "information_question",
|
|
"id" : "random-20260826-en-information_question-016",
|
|
"language" : "en",
|
|
"text" : "Also, Where does support coverage stand right now?"
|
|
},
|
|
{
|
|
"confidence" : 0.8486,
|
|
"family" : "information_question",
|
|
"id" : "random-20260826-en-information_question-007",
|
|
"language" : "en",
|
|
"text" : "In short, Where does support coverage stand right now?"
|
|
},
|
|
{
|
|
"confidence" : 0.8486,
|
|
"family" : "information_question",
|
|
"id" : "random-20260826-en-information_question-001",
|
|
"language" : "en",
|
|
"text" : "For context, Where does support coverage stand right now?"
|
|
}
|
|
],
|
|
"id" : "complaint",
|
|
"metrics" : {
|
|
"accuracy" : 0.9469,
|
|
"f1" : 0.3462,
|
|
"falseNegative" : 31,
|
|
"falsePositive" : 3,
|
|
"precision" : 0.75,
|
|
"recall" : 0.225,
|
|
"total" : 640,
|
|
"trueNegative" : 597,
|
|
"truePositive" : 9
|
|
},
|
|
"metricsByLanguage" : {
|
|
"en" : {
|
|
"accuracy" : 0.9344,
|
|
"f1" : 0.16,
|
|
"falseNegative" : 18,
|
|
"falsePositive" : 3,
|
|
"precision" : 0.4,
|
|
"recall" : 0.1,
|
|
"total" : 320,
|
|
"trueNegative" : 297,
|
|
"truePositive" : 2
|
|
},
|
|
"zh-Hans" : {
|
|
"accuracy" : 0.9594,
|
|
"f1" : 0.5185,
|
|
"falseNegative" : 13,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.35,
|
|
"total" : 320,
|
|
"trueNegative" : 300,
|
|
"truePositive" : 7
|
|
}
|
|
},
|
|
"thresholdAt90Precision" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9516,
|
|
"f1" : 0.3673,
|
|
"falseNegative" : 31,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.225,
|
|
"total" : 640,
|
|
"trueNegative" : 600,
|
|
"truePositive" : 9
|
|
},
|
|
"threshold" : 0.85
|
|
},
|
|
"thresholdAt95Precision" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9516,
|
|
"f1" : 0.3673,
|
|
"falseNegative" : 31,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.225,
|
|
"total" : 640,
|
|
"trueNegative" : 600,
|
|
"truePositive" : 9
|
|
},
|
|
"threshold" : 0.85
|
|
},
|
|
"thresholdsAt90PrecisionByLanguage" : {
|
|
"en" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9438,
|
|
"f1" : 0.1818,
|
|
"falseNegative" : 18,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.1,
|
|
"total" : 320,
|
|
"trueNegative" : 300,
|
|
"truePositive" : 2
|
|
},
|
|
"threshold" : 0.85
|
|
},
|
|
"zh-Hans" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9813,
|
|
"f1" : 0.8235,
|
|
"falseNegative" : 6,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.7,
|
|
"total" : 320,
|
|
"trueNegative" : 300,
|
|
"truePositive" : 14
|
|
},
|
|
"threshold" : 0.35
|
|
}
|
|
},
|
|
"thresholdsAt95PrecisionByLanguage" : {
|
|
"en" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9438,
|
|
"f1" : 0.1818,
|
|
"falseNegative" : 18,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.1,
|
|
"total" : 320,
|
|
"trueNegative" : 300,
|
|
"truePositive" : 2
|
|
},
|
|
"threshold" : 0.85
|
|
},
|
|
"zh-Hans" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9813,
|
|
"f1" : 0.8235,
|
|
"falseNegative" : 6,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.7,
|
|
"total" : 320,
|
|
"trueNegative" : 300,
|
|
"truePositive" : 14
|
|
},
|
|
"threshold" : 0.35
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"falseNegativeExamples" : [
|
|
{
|
|
"confidence" : 0.4934,
|
|
"family" : "schedule_negotiation",
|
|
"id" : "random-20260826-en-schedule_negotiation-014",
|
|
"language" : "en",
|
|
"text" : "By the way, The original slot is blocked for me; could we swap to late Friday afternoon?"
|
|
},
|
|
{
|
|
"confidence" : 0.4267,
|
|
"family" : "schedule_negotiation",
|
|
"id" : "random-20260826-zh-Hans-schedule_negotiation-005",
|
|
"language" : "zh-Hans",
|
|
"text" : "简单说,原来的时段卡住了,我只能周二四点半,能不能对调?"
|
|
},
|
|
{
|
|
"confidence" : 0.3878,
|
|
"family" : "schedule_negotiation",
|
|
"id" : "random-20260826-en-schedule_negotiation-002",
|
|
"language" : "en",
|
|
"text" : "The main point is this: The original slot is blocked for me; could we swap to next Monday afternoon?"
|
|
},
|
|
{
|
|
"confidence" : 0.3729,
|
|
"family" : "schedule_negotiation",
|
|
"id" : "random-20260826-en-schedule_negotiation-010",
|
|
"language" : "en",
|
|
"text" : "One more thing: I cannot make after Monday's stand-up. Would first thing tomorrow be workable instead?"
|
|
},
|
|
{
|
|
"confidence" : 0.3562,
|
|
"family" : "schedule_negotiation",
|
|
"id" : "random-20260826-zh-Hans-schedule_negotiation-014",
|
|
"language" : "zh-Hans",
|
|
"text" : "单独记一下,周六傍晚赶不过去,换成周四午休后你觉得可行吗?"
|
|
}
|
|
],
|
|
"falsePositiveExamples" : [
|
|
{
|
|
"confidence" : 0.6431,
|
|
"family" : "conversation",
|
|
"id" : "random-20260826-en-conversation-020",
|
|
"language" : "en",
|
|
"text" : "Just to add, Just letting you know, the demo went better than expected; we can talk later."
|
|
}
|
|
],
|
|
"id" : "scheduleNegotiation",
|
|
"metrics" : {
|
|
"accuracy" : 0.9703,
|
|
"f1" : 0.6984,
|
|
"falseNegative" : 18,
|
|
"falsePositive" : 1,
|
|
"precision" : 0.9565,
|
|
"recall" : 0.55,
|
|
"total" : 640,
|
|
"trueNegative" : 599,
|
|
"truePositive" : 22
|
|
},
|
|
"metricsByLanguage" : {
|
|
"en" : {
|
|
"accuracy" : 0.9813,
|
|
"f1" : 0.8333,
|
|
"falseNegative" : 5,
|
|
"falsePositive" : 1,
|
|
"precision" : 0.9375,
|
|
"recall" : 0.75,
|
|
"total" : 320,
|
|
"trueNegative" : 299,
|
|
"truePositive" : 15
|
|
},
|
|
"zh-Hans" : {
|
|
"accuracy" : 0.9594,
|
|
"f1" : 0.5185,
|
|
"falseNegative" : 13,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.35,
|
|
"total" : 320,
|
|
"trueNegative" : 300,
|
|
"truePositive" : 7
|
|
}
|
|
},
|
|
"thresholdAt90Precision" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9719,
|
|
"f1" : 0.7188,
|
|
"falseNegative" : 17,
|
|
"falsePositive" : 1,
|
|
"precision" : 0.9583,
|
|
"recall" : 0.575,
|
|
"total" : 640,
|
|
"trueNegative" : 599,
|
|
"truePositive" : 23
|
|
},
|
|
"threshold" : 0.46
|
|
},
|
|
"thresholdAt95Precision" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9719,
|
|
"f1" : 0.7188,
|
|
"falseNegative" : 17,
|
|
"falsePositive" : 1,
|
|
"precision" : 0.9583,
|
|
"recall" : 0.575,
|
|
"total" : 640,
|
|
"trueNegative" : 599,
|
|
"truePositive" : 23
|
|
},
|
|
"threshold" : 0.46
|
|
},
|
|
"thresholdsAt90PrecisionByLanguage" : {
|
|
"en" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9844,
|
|
"f1" : 0.8649,
|
|
"falseNegative" : 4,
|
|
"falsePositive" : 1,
|
|
"precision" : 0.9412,
|
|
"recall" : 0.8,
|
|
"total" : 320,
|
|
"trueNegative" : 299,
|
|
"truePositive" : 16
|
|
},
|
|
"threshold" : 0.46
|
|
},
|
|
"zh-Hans" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.975,
|
|
"f1" : 0.7647,
|
|
"falseNegative" : 7,
|
|
"falsePositive" : 1,
|
|
"precision" : 0.9286,
|
|
"recall" : 0.65,
|
|
"total" : 320,
|
|
"trueNegative" : 299,
|
|
"truePositive" : 13
|
|
},
|
|
"threshold" : 0.22
|
|
}
|
|
},
|
|
"thresholdsAt95PrecisionByLanguage" : {
|
|
"en" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.975,
|
|
"f1" : 0.75,
|
|
"falseNegative" : 8,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.6,
|
|
"total" : 320,
|
|
"trueNegative" : 300,
|
|
"truePositive" : 12
|
|
},
|
|
"threshold" : 0.65
|
|
},
|
|
"zh-Hans" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.975,
|
|
"f1" : 0.75,
|
|
"falseNegative" : 8,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.6,
|
|
"total" : 320,
|
|
"trueNegative" : 300,
|
|
"truePositive" : 12
|
|
},
|
|
"threshold" : 0.28
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"falseNegativeExamples" : [
|
|
{
|
|
"confidence" : 0.7506,
|
|
"family" : "confirmation_decision",
|
|
"id" : "random-20260826-zh-Hans-confirmation_decision-005",
|
|
"language" : "zh-Hans",
|
|
"text" : "刚想到,不用再比较了,就选季度结算,后续都按这个口径走。"
|
|
},
|
|
{
|
|
"confidence" : 0.7328,
|
|
"family" : "confirmation_decision",
|
|
"id" : "random-20260826-en-confirmation_decision-011",
|
|
"language" : "en",
|
|
"text" : "The main point is this: I formally approve the second quote; start the next steps as this week closes."
|
|
},
|
|
{
|
|
"confidence" : 0.7205,
|
|
"family" : "confirmation_decision",
|
|
"id" : "random-20260826-zh-Hans-confirmation_decision-015",
|
|
"language" : "zh-Hans",
|
|
"text" : "对了,不用再比较了,就选季度结算,后续都按这个口径走。"
|
|
},
|
|
{
|
|
"confidence" : 0.7075,
|
|
"family" : "confirmation_decision",
|
|
"id" : "random-20260826-en-confirmation_decision-017",
|
|
"language" : "en",
|
|
"text" : "By the way, No more comparisons: choose the lightweight version and use it as the final direction."
|
|
},
|
|
{
|
|
"confidence" : 0.6937,
|
|
"family" : "confirmation_decision",
|
|
"id" : "random-20260826-zh-Hans-confirmation_decision-009",
|
|
"language" : "zh-Hans",
|
|
"text" : "单独记一下,不用再比较了,就选第二套报价,后续都按这个口径走。"
|
|
}
|
|
],
|
|
"falsePositiveExamples" : [
|
|
|
|
],
|
|
"id" : "confirmationDecision",
|
|
"metrics" : {
|
|
"accuracy" : 0.9656,
|
|
"f1" : 0.6207,
|
|
"falseNegative" : 22,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.45,
|
|
"total" : 640,
|
|
"trueNegative" : 600,
|
|
"truePositive" : 18
|
|
},
|
|
"metricsByLanguage" : {
|
|
"en" : {
|
|
"accuracy" : 0.9656,
|
|
"f1" : 0.6207,
|
|
"falseNegative" : 11,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.45,
|
|
"total" : 320,
|
|
"trueNegative" : 300,
|
|
"truePositive" : 9
|
|
},
|
|
"zh-Hans" : {
|
|
"accuracy" : 0.9656,
|
|
"f1" : 0.6207,
|
|
"falseNegative" : 11,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.45,
|
|
"total" : 320,
|
|
"trueNegative" : 300,
|
|
"truePositive" : 9
|
|
}
|
|
},
|
|
"thresholdAt90Precision" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9844,
|
|
"f1" : 0.8649,
|
|
"falseNegative" : 8,
|
|
"falsePositive" : 2,
|
|
"precision" : 0.9412,
|
|
"recall" : 0.8,
|
|
"total" : 640,
|
|
"trueNegative" : 598,
|
|
"truePositive" : 32
|
|
},
|
|
"threshold" : 0.6
|
|
},
|
|
"thresholdAt95Precision" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9828,
|
|
"f1" : 0.8451,
|
|
"falseNegative" : 10,
|
|
"falsePositive" : 1,
|
|
"precision" : 0.9677,
|
|
"recall" : 0.75,
|
|
"total" : 640,
|
|
"trueNegative" : 599,
|
|
"truePositive" : 30
|
|
},
|
|
"threshold" : 0.63
|
|
},
|
|
"thresholdsAt90PrecisionByLanguage" : {
|
|
"en" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9875,
|
|
"f1" : 0.9,
|
|
"falseNegative" : 2,
|
|
"falsePositive" : 2,
|
|
"precision" : 0.9,
|
|
"recall" : 0.9,
|
|
"total" : 320,
|
|
"trueNegative" : 298,
|
|
"truePositive" : 18
|
|
},
|
|
"threshold" : 0.6
|
|
},
|
|
"zh-Hans" : {
|
|
"metrics" : {
|
|
"accuracy" : 1,
|
|
"f1" : 1,
|
|
"falseNegative" : 0,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 1,
|
|
"total" : 320,
|
|
"trueNegative" : 300,
|
|
"truePositive" : 20
|
|
},
|
|
"threshold" : 0.35
|
|
}
|
|
},
|
|
"thresholdsAt95PrecisionByLanguage" : {
|
|
"en" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9656,
|
|
"f1" : 0.6207,
|
|
"falseNegative" : 11,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.45,
|
|
"total" : 320,
|
|
"trueNegative" : 300,
|
|
"truePositive" : 9
|
|
},
|
|
"threshold" : 0.76
|
|
},
|
|
"zh-Hans" : {
|
|
"metrics" : {
|
|
"accuracy" : 1,
|
|
"f1" : 1,
|
|
"falseNegative" : 0,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 1,
|
|
"total" : 320,
|
|
"trueNegative" : 300,
|
|
"truePositive" : 20
|
|
},
|
|
"threshold" : 0.35
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"falseNegativeExamples" : [
|
|
{
|
|
"confidence" : 0.7912,
|
|
"family" : "task_next_action",
|
|
"id" : "random-20260826-en-task_next_action-012",
|
|
"language" : "en",
|
|
"text" : "By the way, Your next action is to prepare the signature page by tomorrow evening for the project lead."
|
|
},
|
|
{
|
|
"confidence" : 0.7875,
|
|
"family" : "follow_up_reminder",
|
|
"id" : "random-20260826-en-follow_up_reminder-017",
|
|
"language" : "en",
|
|
"text" : "Also, Reminder: contact the account manager before lunch and follow up on the final decision."
|
|
},
|
|
{
|
|
"confidence" : 0.745,
|
|
"family" : "follow_up_reminder",
|
|
"id" : "random-20260826-en-follow_up_reminder-015",
|
|
"language" : "en",
|
|
"text" : "A quick note: Once the checkup ends, check with the landlord the next day about the delivery date."
|
|
},
|
|
{
|
|
"confidence" : 0.7131,
|
|
"family" : "follow_up_reminder",
|
|
"id" : "random-20260826-en-follow_up_reminder-001",
|
|
"language" : "en",
|
|
"text" : "By the way, Once the contract is signed, check with the landlord the next day about the delivery date."
|
|
},
|
|
{
|
|
"confidence" : 0.7044,
|
|
"family" : "task_next_action",
|
|
"id" : "random-20260826-zh-Hans-task_next_action-008",
|
|
"language" : "zh-Hans",
|
|
"text" : "顺便提一句,下一步由你整理预算备注,请在午休前交给供应商。"
|
|
}
|
|
],
|
|
"falsePositiveExamples" : [
|
|
{
|
|
"confidence" : 0.8775,
|
|
"family" : "information_question",
|
|
"id" : "random-20260826-en-information_question-005",
|
|
"language" : "en",
|
|
"text" : "One more thing: Quick check: who owns the final call on the release?"
|
|
},
|
|
{
|
|
"confidence" : 0.8369,
|
|
"family" : "information_question",
|
|
"id" : "random-20260826-en-information_question-006",
|
|
"language" : "en",
|
|
"text" : "For context, Quick check: who owns the final call on the release?"
|
|
}
|
|
],
|
|
"id" : "followUpReminder",
|
|
"metrics" : {
|
|
"accuracy" : 0.9391,
|
|
"f1" : 0.688,
|
|
"falseNegative" : 37,
|
|
"falsePositive" : 2,
|
|
"precision" : 0.9556,
|
|
"recall" : 0.5375,
|
|
"total" : 640,
|
|
"trueNegative" : 558,
|
|
"truePositive" : 43
|
|
},
|
|
"metricsByLanguage" : {
|
|
"en" : {
|
|
"accuracy" : 0.9719,
|
|
"f1" : 0.88,
|
|
"falseNegative" : 7,
|
|
"falsePositive" : 2,
|
|
"precision" : 0.9429,
|
|
"recall" : 0.825,
|
|
"total" : 320,
|
|
"trueNegative" : 278,
|
|
"truePositive" : 33
|
|
},
|
|
"zh-Hans" : {
|
|
"accuracy" : 0.9063,
|
|
"f1" : 0.4,
|
|
"falseNegative" : 30,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.25,
|
|
"total" : 320,
|
|
"trueNegative" : 280,
|
|
"truePositive" : 10
|
|
}
|
|
},
|
|
"thresholdAt90Precision" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9484,
|
|
"f1" : 0.7591,
|
|
"falseNegative" : 28,
|
|
"falsePositive" : 5,
|
|
"precision" : 0.9123,
|
|
"recall" : 0.65,
|
|
"total" : 640,
|
|
"trueNegative" : 555,
|
|
"truePositive" : 52
|
|
},
|
|
"threshold" : 0.61
|
|
},
|
|
"thresholdAt95Precision" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9422,
|
|
"f1" : 0.7087,
|
|
"falseNegative" : 35,
|
|
"falsePositive" : 2,
|
|
"precision" : 0.9574,
|
|
"recall" : 0.5625,
|
|
"total" : 640,
|
|
"trueNegative" : 558,
|
|
"truePositive" : 45
|
|
},
|
|
"threshold" : 0.78
|
|
},
|
|
"thresholdsAt90PrecisionByLanguage" : {
|
|
"en" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9844,
|
|
"f1" : 0.9383,
|
|
"falseNegative" : 2,
|
|
"falsePositive" : 3,
|
|
"precision" : 0.9268,
|
|
"recall" : 0.95,
|
|
"total" : 320,
|
|
"trueNegative" : 277,
|
|
"truePositive" : 38
|
|
},
|
|
"threshold" : 0.69
|
|
},
|
|
"zh-Hans" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9313,
|
|
"f1" : 0.6452,
|
|
"falseNegative" : 20,
|
|
"falsePositive" : 2,
|
|
"precision" : 0.9091,
|
|
"recall" : 0.5,
|
|
"total" : 320,
|
|
"trueNegative" : 278,
|
|
"truePositive" : 20
|
|
},
|
|
"threshold" : 0.4
|
|
}
|
|
},
|
|
"thresholdsAt95PrecisionByLanguage" : {
|
|
"en" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9688,
|
|
"f1" : 0.8611,
|
|
"falseNegative" : 9,
|
|
"falsePositive" : 1,
|
|
"precision" : 0.9688,
|
|
"recall" : 0.775,
|
|
"total" : 320,
|
|
"trueNegative" : 279,
|
|
"truePositive" : 31
|
|
},
|
|
"threshold" : 0.84
|
|
},
|
|
"zh-Hans" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9344,
|
|
"f1" : 0.6441,
|
|
"falseNegative" : 21,
|
|
"falsePositive" : 0,
|
|
"precision" : 1,
|
|
"recall" : 0.475,
|
|
"total" : 320,
|
|
"trueNegative" : 280,
|
|
"truePositive" : 19
|
|
},
|
|
"threshold" : 0.44
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"falseNegativeExamples" : [
|
|
{
|
|
"confidence" : 0.7591,
|
|
"family" : "confirmation_decision",
|
|
"id" : "random-20260826-zh-Hans-confirmation_decision-003",
|
|
"language" : "zh-Hans",
|
|
"text" : "我正式确认先灰度发布,请午休前启动后续安排。"
|
|
},
|
|
{
|
|
"confidence" : 0.747,
|
|
"family" : "task_request",
|
|
"id" : "random-20260826-zh-Hans-task_request-009",
|
|
"language" : "zh-Hans",
|
|
"text" : "简单说,运营还缺交付清单,麻烦午休前补齐后在群里留言。"
|
|
},
|
|
{
|
|
"confidence" : 0.742,
|
|
"family" : "confirmation_decision",
|
|
"id" : "random-20260826-zh-Hans-confirmation_decision-014",
|
|
"language" : "zh-Hans",
|
|
"text" : "先说重点,不用再比较了,就选线下处理方案,后续都按这个口径走。"
|
|
},
|
|
{
|
|
"confidence" : 0.7383,
|
|
"family" : "task_request",
|
|
"id" : "random-20260826-en-task_request-015",
|
|
"language" : "en",
|
|
"text" : "For the record, the vendor still needs the test findings; please add it within two business days and leave a note in the group thread."
|
|
},
|
|
{
|
|
"confidence" : 0.7364,
|
|
"family" : "conversation",
|
|
"id" : "random-20260826-zh-Hans-conversation-019",
|
|
"language" : "zh-Hans",
|
|
"text" : "刚看到你发的照片,突然想到你可能会想知道。"
|
|
}
|
|
],
|
|
"falsePositiveExamples" : [
|
|
{
|
|
"confidence" : 0.9896,
|
|
"family" : "follow_up_reminder",
|
|
"id" : "random-20260826-zh-Hans-follow_up_reminder-015",
|
|
"language" : "zh-Hans",
|
|
"text" : "另外,等复诊结束后第二天再找招聘方确认处理进度,别漏了。"
|
|
},
|
|
{
|
|
"confidence" : 0.9867,
|
|
"family" : "follow_up_reminder",
|
|
"id" : "random-20260826-zh-Hans-follow_up_reminder-010",
|
|
"language" : "zh-Hans",
|
|
"text" : "单独记一下,等合同盖章后第二天再找仓库负责人确认下一步安排,别漏了。"
|
|
},
|
|
{
|
|
"confidence" : 0.9845,
|
|
"family" : "negative_news",
|
|
"id" : "random-20260826-en-negative_news-008",
|
|
"language" : "en",
|
|
"text" : "By the way, Data shows that many flights were delayed overnight, with no request for support."
|
|
},
|
|
{
|
|
"confidence" : 0.9831,
|
|
"family" : "follow_up_reminder",
|
|
"id" : "random-20260826-zh-Hans-follow_up_reminder-016",
|
|
"language" : "zh-Hans",
|
|
"text" : "先说重点,等复诊结束后第二天再找仓库负责人确认下一步安排,别漏了。"
|
|
},
|
|
{
|
|
"confidence" : 0.9806,
|
|
"family" : "follow_up_reminder",
|
|
"id" : "random-20260826-zh-Hans-follow_up_reminder-005",
|
|
"language" : "zh-Hans",
|
|
"text" : "还有一件事,等样品送达后第二天再找法务确认交付日期,别漏了。"
|
|
}
|
|
],
|
|
"id" : "replyableMessage",
|
|
"metrics" : {
|
|
"accuracy" : 0.9281,
|
|
"f1" : 0.9365,
|
|
"falseNegative" : 21,
|
|
"falsePositive" : 25,
|
|
"precision" : 0.9313,
|
|
"recall" : 0.9417,
|
|
"total" : 640,
|
|
"trueNegative" : 255,
|
|
"truePositive" : 339
|
|
},
|
|
"metricsByLanguage" : {
|
|
"en" : {
|
|
"accuracy" : 0.9281,
|
|
"f1" : 0.9373,
|
|
"falseNegative" : 8,
|
|
"falsePositive" : 15,
|
|
"precision" : 0.9198,
|
|
"recall" : 0.9556,
|
|
"total" : 320,
|
|
"trueNegative" : 125,
|
|
"truePositive" : 172
|
|
},
|
|
"zh-Hans" : {
|
|
"accuracy" : 0.9281,
|
|
"f1" : 0.9356,
|
|
"falseNegative" : 13,
|
|
"falsePositive" : 10,
|
|
"precision" : 0.9435,
|
|
"recall" : 0.9278,
|
|
"total" : 320,
|
|
"trueNegative" : 130,
|
|
"truePositive" : 167
|
|
}
|
|
},
|
|
"thresholdAt90Precision" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9281,
|
|
"f1" : 0.9387,
|
|
"falseNegative" : 8,
|
|
"falsePositive" : 38,
|
|
"precision" : 0.9026,
|
|
"recall" : 0.9778,
|
|
"total" : 640,
|
|
"trueNegative" : 242,
|
|
"truePositive" : 352
|
|
},
|
|
"threshold" : 0.61
|
|
},
|
|
"thresholdAt95Precision" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9203,
|
|
"f1" : 0.9275,
|
|
"falseNegative" : 34,
|
|
"falsePositive" : 17,
|
|
"precision" : 0.9504,
|
|
"recall" : 0.9056,
|
|
"total" : 640,
|
|
"trueNegative" : 263,
|
|
"truePositive" : 326
|
|
},
|
|
"threshold" : 0.84
|
|
},
|
|
"thresholdsAt90PrecisionByLanguage" : {
|
|
"en" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9344,
|
|
"f1" : 0.944,
|
|
"falseNegative" : 3,
|
|
"falsePositive" : 18,
|
|
"precision" : 0.9077,
|
|
"recall" : 0.9833,
|
|
"total" : 320,
|
|
"trueNegative" : 122,
|
|
"truePositive" : 177
|
|
},
|
|
"threshold" : 0.66
|
|
},
|
|
"zh-Hans" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9281,
|
|
"f1" : 0.9383,
|
|
"falseNegative" : 5,
|
|
"falsePositive" : 18,
|
|
"precision" : 0.9067,
|
|
"recall" : 0.9722,
|
|
"total" : 320,
|
|
"trueNegative" : 122,
|
|
"truePositive" : 175
|
|
},
|
|
"threshold" : 0.57
|
|
}
|
|
},
|
|
"thresholdsAt95PrecisionByLanguage" : {
|
|
"en" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9,
|
|
"f1" : 0.907,
|
|
"falseNegative" : 24,
|
|
"falsePositive" : 8,
|
|
"precision" : 0.9512,
|
|
"recall" : 0.8667,
|
|
"total" : 320,
|
|
"trueNegative" : 132,
|
|
"truePositive" : 156
|
|
},
|
|
"threshold" : 0.87
|
|
},
|
|
"zh-Hans" : {
|
|
"metrics" : {
|
|
"accuracy" : 0.9281,
|
|
"f1" : 0.9348,
|
|
"falseNegative" : 15,
|
|
"falsePositive" : 8,
|
|
"precision" : 0.9538,
|
|
"recall" : 0.9167,
|
|
"total" : 320,
|
|
"trueNegative" : 132,
|
|
"truePositive" : 165
|
|
},
|
|
"threshold" : 0.84
|
|
}
|
|
}
|
|
}
|
|
],
|
|
"corpusRecordCount" : 640,
|
|
"exactTrainingOverlapCount" : 0,
|
|
"familyCount" : 16,
|
|
"generatedAt" : "2026-08-26T15:16:55Z",
|
|
"languageCounts" : {
|
|
"en" : 320,
|
|
"zh-Hans" : 320
|
|
},
|
|
"manifestSchemaVersion" : 2,
|
|
"seed" : 20260826,
|
|
"sentiment" : {
|
|
"accuracy" : 0.7859,
|
|
"correct" : 503,
|
|
"macroF1" : 0.6228,
|
|
"perLabelF1" : {
|
|
"negative" : 0.36,
|
|
"neutral" : 0.9222,
|
|
"positive" : 0.5862
|
|
},
|
|
"total" : 640,
|
|
"unknown" : 107,
|
|
"unknownRate" : 0.1672
|
|
}
|
|
} |