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 |
|---|---|---|---|
| @Sammy_Sicko Get me a bag of those pink n white coloured van sweets please. Thanks dude :-) | Mixed | Safe | User Added |
| @SammySkinner hey nig | Mixed | Abusive | User Added |
| @SammyLightning_ Tim's a pussy | Mixed | Abusive | User Added |
| @SammyLightning_ I roll up to a bitch an dey like http://t.co/ja8t60VgGE | Mixed | Abusive | User Added |
| @SammyLightning_ I got hoes in different area codes | Mixed | Abusive | User Added |
| @SamTrap84 in this world we don't spank the monkey the monkey spanks us. | Mixed | Safe | User Added |
| @SamRomero95 @KxRxSxB timber nigger | Mixed | Abusive | User Added |
| @SamFeistCNN @CNNPolitics your opinion plz. When election over will there be any improvement or will BO still be allowed to trash America? | Mixed | Safe | User Added |
| @SaltyBlackBroad ma'am ...Did you clear that tweet with the @NAACP ? Careful they may brand you "race traitor" for the nerve of thinking☺️ | Mixed | Safe | User Added |
| @Salondotcom @FoolishReporter I can tell from this tweet that you're a twat. | Mixed | Abusive | User Added |
| @SallyBitesAlot lol find a "redneck" from oakleaf to take you | Mixed | Safe | User Added |
| @SalaciousSully hopefully not back in da ghetto? | 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