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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| lmao RT @SirRocObama: Lmaooo RT @ToeKnee2GX: 😭😭😭😭😭😭😭 RT @PeachDulce: I'm not a hoe I'm a people person | Mixed | Abusive | User Added |
| lmao I'm weakkk “@TakeIt_CERIOUS: “@AnayaL8ter: My pussy popz Severely https://t.co/1VtqX9ioxK” LMFAOOOOOOOO” | Mixed | Abusive | User Added |
| lmao I s2g having roots with yellow/white hair makes it look so dirty I'm 😷 http://t.co/SqbYdUiZr8 | Mixed | Safe | User Added |
| little stupid ass bitch, I ain't fuckin wit chuuu | Mixed | Abusive | User Added |
| lil stupid ass bitch | Mixed | Abusive | User Added |
| lil spook and yung lean and robb all night | Mixed | Safe | User Added |
| lil bitch thats down to make your bond aint got to tell her 💯👌 | Mixed | Abusive | User Added |
| lil bitch | Mixed | Abusive | User Added |
| like. animal crackers are legit the best snack | Mixed | Safe | User Added |
| like if you are going to be a sensitive lil bitch, do not talk to me. | Mixed | Abusive | User Added |
| like a slow death “@iSell_Pussy4EBT How does it feel to have a shit load of nudes to fap to but not one bitch to fuck?” | Mixed | Abusive | User Added |
| like a bitch wit no ass u ain't shit | 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