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 |
|---|---|---|---|
| Debating feminism with a gay professor uninformed girls and low IQ rednecks is not my idea of a fun Wednesday night | Mixed | Safe | User Added |
| Dear whores: Don't tell me I can't dance when the only dancing you do is open your legs and shake your ass like a video ho to shitty rap. | Mixed | Abusive | User Added |
| Dear ugly hoes: Stop playing hard to get, you're already hard to want. | Mixed | Abusive | User Added |
| Dear inconsiderate ghetto fuck on the train across from me: ya know your phone has options other than speaker phone right?!? | Mixed | Abusive | User Added |
| Dear grumpy bitch at gibsons, no one wants to hear about your personal life. | Mixed | Abusive | User Added |
| Dear Von Miller, Karmas a bitch. | Mixed | Abusive | User Added |
| Dear Utah Polynesians: Again, stop acting black and speaking ghetto. Speak FOB, you ain't no ghetto niggaz. | Mixed | Hate Speech | User Added |
| Dear God, forgive us for a moral slope of values. Shacking is just a pretty word for perpetual fornication. Let's... http://t.co/h0URrTNDfZ | Mixed | Safe | User Added |
| Deandre Jordan banged dat bitch | Mixed | Abusive | User Added |
| Dead af, stupid bitches still talking shit 😂 | Mixed | Abusive | User Added |
| De Niro's wife in Casino is the second biggest cunt of all time, first is still George's mother in Blow | Mixed | Abusive | User Added |
| Dayum u gyp, u gone have mfs thinking im wiping my face w/pissy diapers n shyt grrrrrr | 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