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 |
|---|---|---|---|
| @theshardyrebel #faggot | Mixed | Hate Speech | User Added |
| @thereallisaann @MichaelDelZotto HAHAHAHAHAHAH hook nose faggot, can't get pussy sucks at hockey #nhl | Mixed | Abusive | User Added |
| @therealjuicyj @ProjectPatHcp yea ho | Mixed | Safe | User Added |
| @therealduxy @TKFan01 *too pretty...not *to pretty. Jeezus...my redneck education is showing. | Mixed | Safe | User Added |
| @thereal_EMandM texans d/st won't play the redskins again this year... | Mixed | Safe | User Added |
| @thereal_EMandM ain't like I have anything to do bitch boy lol. | Mixed | Abusive | User Added |
| @thereal_EMandM I'm off whenever I feel like it. I'm off til Monday. And you put in your two weeks flip them the bird mannn | Mixed | Safe | User Added |
| @thereal_4 yeah lil nigga I was homecoming king and still been getting bad bitches as u see ✌️ | Mixed | Abusive | User Added |
| @thereal_2raw He actually good lol don't hoe him. But I mean that's some road to glory shit >Go to Northern Illinois* *Undefeated & Heisman* | Mixed | Abusive | User Added |
| @thereal_2raw @AssGods Brah *falls out* white bitches crazy | Mixed | Abusive | User Added |
| @themightylayman "We just gotta have a red headed Afrotino-Asian albino autistic Branch Davidian hermaphrodite on the Avengers!" | Mixed | Abusive | User Added |
| @thelovemaster "I'm gonna nip you right in the bud!" | Mixed | Safe | 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