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 @GuiltyZoE: 😂benzino bitch wasn't ready 😭😭🍍 | Mixed | Abusive | User Added |
| RT @GucciManeQuote1: Gucci, you conceited bitch I might be 'Cause my chain so bright, Stevie Wonder might see | Mixed | Abusive | User Added |
| RT @GuapoAficionado: Kill em all at once I say. RT “@PacDaGoat: The world will be a better place when bitches like her dies lonely http://… | Mixed | Abusive | User Added |
| RT @GrvndBxrry: i hate when bitches brag bout how they bf put it down ........ Then they single .... 😂 | Mixed | Abusive | User Added |
| RT @GrownAssMidget: I’m a bitch? You’re a bitch. Your mom’s a bitch for having a bitch, your dad’s a bitch for fucking a bitch. Now who’s t… | Mixed | Abusive | User Added |
| RT @Griff_TheGreat: Drake said it best when he said "Niggas act more like bitches these days!" | Mixed | Abusive | User Added |
| RT @Gresham_Major: U tell us you fuckin barbarian RT @TypoGawd: Does pussy juice really help ya beard grow? | Mixed | Abusive | User Added |
| RT @GreenLanternJet: I was already 24 when Jeter arrived so I had plenty of #Yankees memories, but next year is going to be very odd indeed. | Mixed | Safe | User Added |
| RT @GreaterThn: When you see bae retweet or mention some hoe http://t.co/864iI0yIoV | Mixed | Abusive | User Added |
| RT @Great_Bryt: Riff Raff is trash | Mixed | Safe | User Added |
| RT @GreatScottnyc: All bitches is crazy. | Mixed | Abusive | User Added |
| RT @GreatNegrodamus: Lmfaoooooooooo trash ass falcants RT @PacDaGoat: LMFAOOOOOOOOOOO ya stink @BlakeDaBasedSon | 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