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
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| Lmaoooo nah I'm down here turning up RT @4TR0N3: Yah not gonna believe this but @ItsNotHarold being a bitch in BG being a bitch 😂😂😂😂 | Mixed | Abusive | User Added |
| Lmaoooo deep RT @haneema: That girl curved every nigga that tried to holla and nobody said "fuck you then bitch"...#whiteprivilege | Mixed | Abusive | User Added |
| Lmaoooo RT @Hand2DaHairline: His sister probably got the pussy that night RT @No_Cut_Card: #NeverForget http://t.co/HkXEbFWDYz” | Mixed | Abusive | User Added |
| Lmaooo wait so why everybody talm bout card crackers?! I missed it | Mixed | Abusive | User Added |
| Lmaooo nigga said a "Hol it down" dyke was in the background | Mixed | Abusive | User Added |
| Lmaooo naw man RT @DipOnline Yo want in RT @HumbltonBanks: U serious bro?? lol RT @CheezMoeJenkinz 2-3:10am early bird special | Mixed | Safe | User Added |
| Lmaooo RT @Handsomeesco_55 She a tranny if she can open a jar of pickles by herself | Mixed | Hate Speech | User Added |
| Lmaoo we was sayin this same statement last year RT @DeeSwaggyJay93 Boozer is trash bro I'm done!! 😂 | Mixed | Safe | User Added |
| Lmaoo u a downgrade has been jayin ass bitch | Mixed | Abusive | User Added |
| Lmaoo tony spanked it maaad times to that bitch voice | Mixed | Abusive | User Added |
| Lmaoo shut up hoe | Mixed | Abusive | User Added |
| Lmaoo man this bitch thinks she's so intelligent. | 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