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 @Tyler_Weddle_23: “@Sexualgif: "I hate that hoe already" 😂💀 http://t.co/JzBcCsn75h” 😂😂😂 this shit cracks me up! | Mixed | Hate Speech | User Added |
| RT @TylerZirhut: @BINDLE13 @gingerash2013 hahaha ok you got a point there there would be hella bitches screamin and cryin ova that nigga th… | Mixed | Abusive | User Added |
| RT @TylerSteak89: The big bitch in the back of a group of girls is known as the caboose #FAT | Mixed | Abusive | User Added |
| RT @TylerReactions: When someone retweets a bitch I hate onto my timeline http://t.co/P0lZnmJKLp | Mixed | Abusive | User Added |
| RT @TylerIAm: Not a one RT @TheDiorHomie @TylerIAm lmaooooooo never saw a bitch at a Deltron concert blood | Mixed | Abusive | User Added |
| RT @TylerGimblin: Girls, don't let a dude treat you like a yellow starburst. You are a pink starburst. | Mixed | Safe | User Added |
| RT @TylerCottam14: Suge knight deserved to get shot that nigga had 2pac killed! #fucksuge karma is a bitch! | Mixed | Abusive | User Added |
| RT @TylerCarter4L: Hell yea bitch!!! | Mixed | Abusive | User Added |
| RT @Tylar____: Man this hoe Heaven stay taking all day | Mixed | Abusive | User Added |
| RT @Tylar____: @1stBlocJeremiah lol why you tryna be raw doe bitch | Mixed | Abusive | User Added |
| RT @Tylar____: @1stBlocJeremiah lol man bitch shutup I'm salty lowkey | Mixed | Abusive | User Added |
| RT @Tylar____: @1stBlocJeremiah lol man bitch shut the fuck upppppp | 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