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 @southernshirt: The only things you need in life are comfy shirts and Oreos #southernshirt | Mixed | Safe | User Added |
| RT @souljaboy: K Michelle pussy smell like shit | Mixed | Abusive | User Added |
| RT @souljaboy: Ain't got time for stupid bitches 😭 | Mixed | Abusive | User Added |
| RT @souljaboy: @kmichelle ur pussy smell like dumpster juice 💩 | Mixed | Abusive | User Added |
| RT @souljaboy: @kmichelle crank that shitty pussy yuuuuuuuuuaaaaaaa 💩💩💩💩💩💩💩💩 | Mixed | Abusive | User Added |
| RT @souljaboy: @kmichelle beef? Bitch ur pussy smell like beef 💩😂😂😂 | Mixed | Abusive | User Added |
| RT @sorryimalex: idkmadz tbh I've seen you in recess at the monkey bars but I was too busy getting beat up lol ! we should talk more! rate … | Mixed | Abusive | User Added |
| RT @sorryimalex: I'm only back cause I don't wanna see the boys lose to trash #vote5sos | Mixed | Safe | User Added |
| RT @sorryimalex: I got called a faggot for buying girl toms so now I'm gonna fuck that person in the ass | Mixed | Hate Speech | User Added |
| RT @sorryimalex: “@lametears: i only rted alex ramos aka trash to gain followers” #vote5sos | Mixed | Safe | User Added |
| RT @sorryimalex: "now 5sos is starting to tweet the hashtag, they're trash!" #vote5sos http://t.co/llkuz6VtAi | Mixed | Safe | User Added |
| RT @sonup_qp: Llamf cumin wit better bars already bitch boiz 😑😑😑😑😑 yall dun fukd all da way up | 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