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 |
|---|---|---|---|
| Load this bitch up with Kool Aid | Mixed | Abusive | User Added |
| Lmfaooooooooo bro RT @BrandNewAndrew: Strippers on twitter talking about how much money they made tonight. Like bitch i will rob you | Mixed | Abusive | User Added |
| Lmfaoooooo RT @TooDopeForLife: LMFAOOOOOOOPOOOOOO RT @DJKayyOhh: “here come yo bitch ass auntie” http://t.co/e5KlLhp0CV | Mixed | Abusive | User Added |
| Lmfaoooooo RT @BryceHamilton11: I'm so glad my shorty ain't all over twitter and IG tryna be a famous Columbus hoe 😂😂😂😂 | Mixed | Abusive | User Added |
| Lmfaooooo RT @miavenise: Can't trust a bitch that don't smile with her teeth. | Mixed | Abusive | User Added |
| Lmfaoooo fizz baby mama snatched that bitch soul | Mixed | Abusive | User Added |
| Lmfaooo“@AdrienBroner: Two bad bitches giving me head at the same dam time...... #oldPICS LOL http://t.co/Y4dXfH8nLv” | Mixed | Abusive | User Added |
| Lmfaooo this bitch hits my car and calls the cops and says it was my fault 😂😂😂 dumb bitch | Mixed | Abusive | User Added |
| Lmfaooo nigga RT @SenorSteez: Nigga, yo lips look like a charcoal bitch pussy. | Mixed | Abusive | User Added |
| Lmfao.. oh i forgot.. texting it to u now RT @DaRealQuitaM: @VonshayeB I told u to text me what I need to buy for the salad a bitch hungry | Mixed | Abusive | User Added |
| Lmfao watching Brokeback Mountain with Taylor cuz we've both never seen it aha #queers @mckinley719 | Mixed | Abusive | User Added |
| Lmfao u sloth trinidad james with a relaxer lookin ass bitch"@Flowy_Bri: i hate niggers, imma start talking to white boys." | 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