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 |
|---|---|---|---|
| RT @HoskinsTy96: @Vontey_isa_boss 😂😂😂 ghetto ass mofos | Mixed | Safe | User Added |
| RT @HoskinsTy96: “@xjessica14x: Brandon is so annoying”and a lil bitch | Mixed | Abusive | User Added |
| RT @HornyFacts: a girl tweeted "you might be ghetto if u bring food from outside into the movies" no u might be stupid if u pay 4.99 for a… | Mixed | Safe | User Added |
| RT @HornyFacts: Your opinion is irrelevant because you are a cunt. | Mixed | Abusive | User Added |
| RT @HornyFacts: I call my penis The Titanic because so many bitches went down on it. | Mixed | Abusive | User Added |
| RT @HornyFacts: Fuck twerking, bitch can you cook? | Mixed | Abusive | User Added |
| RT @HornyFacts: A girl KNOWS when a bitch likes her boyfriend 😴👐 | Mixed | Abusive | User Added |
| RT @HootieGang4Ever: Des bitches swear dey faithful | Mixed | Abusive | User Added |
| RT @Hoodstarz_Dread: Main reason why i aint got no girl cause i aint never found not 1 bitch who tryna get money wit me all y'all hoes like… | Mixed | Abusive | User Added |
| RT @HoodsButtCrack: @vegebitemeash 10 brownie points for you | Mixed | Safe | User Added |
| RT @Hoodrichnick: Why ya niggas be gassin these wack ass bitches ? 😩😩 | Mixed | Hate Speech | User Added |
| RT @HoodJesusYo: Last name, Sinner First name, Imma Like ur pancakes in tha mornin, He got u covered like Aunt Jemima | 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