Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @mommajjojo: When they said lifes a bitch.. They really meant it. | Mixed | Abusive | User Added |
| RT @mobilesuitwaifu: Like these bitches that have green eyed curly haired kids on their IG talking about "my future child" | Mixed | Abusive | User Added |
| RT @mmpfeiI: fuck your gpa bitch im a lot smarter than you | Mixed | Abusive | User Added |
| RT @mlbtraderumors: Offseason Outlook: New York Yankees http://t.co/6DtDxdI6ul | Mixed | Safe | User Added |
| RT @mjxcx: Teachers trying to pronounce ghetto names on the 1st day of school.... https://t.co/8CjuAVL3Ct | Mixed | Safe | User Added |
| RT @mjr_success: Me & Wes in this bitch dead | Mixed | Abusive | User Added |
| RT @mitrykizer: Sack number 3 for Trent Cole fuckin that bitch up | Mixed | Abusive | User Added |
| RT @mitrebox: At this point every voter in Florida has voted both for and against Charlie Crist. | Mixed | Safe | User Added |
| RT @mitchsunderland: Ezra Miller, an openly queer male, is playing the Flash, making him the first openly queer male to play a lead superhe… | Mixed | Abusive | User Added |
| RT @mitchmancuso: @BrantPrintup:What straight guys take a picture of themselves naked in a hot tun.What fags @jakesiwy @Ryan_Murphy3 @Randy… | Mixed | Hate Speech | User Added |
| RT @mitch77c: Whatchu know bout livin in the ghetto, eating cottage cheese 3 times a day. Lil salt Lil peppa lil A1, Lil barbeeequeee @Ueon… | Mixed | Abusive | User Added |
| RT @missyantzah: You can do anything you want in life, just don't be a fucking bitch | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph