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 |
|---|---|---|---|
| RT @xtruthseekerx_: @NotoriousBeep blaxican | Mixed | Abusive | User Added |
| RT @xsamanthaelaine: 1 good girl is worth 1,000 bitches & people still fail to realize that | Mixed | Abusive | User Added |
| RT @xoxokellylynn_: some of y'all hoes can spend $300 on bundles, have a mk purse with a matching wallet, have your nails done but don't ev… | Mixed | Abusive | User Added |
| RT @xoxo_shelby_22: “@zzachbarness: I'll fuck a bitch real quick” | Mixed | Abusive | User Added |
| RT @xoxo_Nieceyy: Lol Imma start handing out guides & manuals cause you bitches wanna be me so bad 😂😩✋💁 | Mixed | Abusive | User Added |
| RT @xoxo_Geee: Chest tattoos on females are trash . | Mixed | Safe | User Added |
| RT @xojeaninee: 😩 dawg! “@Tressilicious: Pet peeve is finding out a cute guy has hoes. I automatically lose interest. I don't compete.” | Mixed | Abusive | User Added |
| RT @xofantasybby: A mexican bitch better win the crown! #NuestraBellezaLatina | Mixed | Abusive | User Added |
| RT @xochinadoll: You hoes are lost. | Mixed | Abusive | User Added |
| RT @xochaton: you're a little bitch, and I'm straight up rude. | Mixed | Abusive | User Added |
| RT @xobeauty___: if i was to really be straight bold bitches will hate me man | Mixed | Abusive | User Added |
| RT @xo_Jack: You can definitely tell who's a whore by what bitches wear when it's slightly warm out.. 🙅✋😷 | 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