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 @IamRicoLove: These hoes turn into contortionist just so u can see their ass & their smile in the same picture. Smh! It's hard work thir… | Mixed | Abusive | User Added |
| RT @IamMrEchols: You hoes don't deserve the respect you ask for | Mixed | Abusive | User Added |
| RT @IamMrEchols: She eating pussy but don't eat vegetables | Mixed | Abusive | User Added |
| RT @IamMrEchols: Lmao “@GuruJeremy: A hoe's best excuse is "it just happened" lol. No. You being a hoe just happened. It's okay to admit it… | Mixed | Abusive | User Added |
| RT @IamMrEchols: If you was a hoe yesterday you'll be a hoe tomorrow | Mixed | Abusive | User Added |
| RT @IamMrEchols: 9 times outta 10 a bitch gonna know if she a hoe or not | Mixed | Abusive | User Added |
| RT @IamJonahHilI: If you open a cold beer and it becomes warm before you finish it, you're a bitch. | Mixed | Abusive | User Added |
| RT @IamJAMIENICOLE: From both K. Michelle and Keyshia Cole lol "@viaNAWF: More bitter hurt bitch music on the horizon." | Mixed | Abusive | User Added |
| RT @IamEvilTebow: Any man who orders a 6 inch sandwich at Subway is a pussy bitch. #Fact | Mixed | Abusive | User Added |
| RT @IamCache_: Nun but bad bitches link up tonight #MansionElan finna go crazy | Mixed | Abusive | User Added |
| RT @I_HATE_VA: Niggas be on here with these Captain Obvious ass tweets about how to treat women and these lonely low self esteem hoes be ea… | Mixed | Abusive | User Added |
| RT @I_GoT_dA_jUiCe_: I play wit pussy not these niggas | 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