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 |
|---|---|---|---|
| I'd kill to meet Charlie Sheen. | Mixed | Safe | User Added |
| I'd kill a bitch to be able to cuddle right now. Ugh. Sucker for the stupid shit. I swear. | Mixed | Abusive | User Added |
| I'd hit a Kardashian she threw money at me bruh somebody would have to pull me off that hoe idgaf who she is. Nobody to me anyway lol | Mixed | Abusive | User Added |
| I'd have to go off on a bitch | Mixed | Abusive | User Added |
| I'd drive me crazy to have to be at that ghetto ass school everyday. | Mixed | Abusive | User Added |
| I'd do anything for an Oreo vanilla bean drink from dunkin & a chocolate chip muffin from there too..I'm starving & that sounds so good now. | Mixed | Safe | User Added |
| I'd be the best at owning a bird. I could teach them the funniest things to say. | Mixed | Safe | User Added |
| I''d put a bullet in that bitch... | Mixed | Abusive | User Added |
| I’m logging out RT @Shakez843: ah man RT @OfficiallyIce: The bartenders be sellin pussy too? I thought only the strippers sold pussy. | Mixed | Abusive | User Added |
| I’ll gladly be a victim RT @MafiosoRo: Then im a felon RT @BIGOBUNDLES: A bitch over 200lbs riding ur face is attempted murder 😫😫 | Mixed | Abusive | User Added |
| I�m tough, ambitious and I know exactly what I want. If that makes me a bitch, then okay. | Mixed | Abusive | User Added |
| I"M THE MOTHER FUCKIN" #UGLY> #badguy> #bitches> #EliWallach TYPE SHIT #BreakingBad is a joke about #noose RIGS #LeeVanCleef #sports> | 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