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 |
|---|---|---|---|
| “@waymoflydenu Them Jew Lawyers and Doctors say "Nigga" ran? Lol”nope they say shit like queer though | Mixed | Abusive | User Added |
| “@waymoflydenu If you do tax fraud you bet not dare tweet about voting bitch”all of them tweeting they don't do politics | Mixed | Abusive | User Added |
| “@wassssupsarah: Car hopping is a different world these ghetto guys tried asking for my number LOL” did they have to be ghetto Tho ? | Mixed | Safe | User Added |
| “@vivaalakatyy: I just punched @victoriaaokk in the nose on accident because she just shocked the crap out of me 😂😂😂😂” bitch that hurt!! 😭 | Mixed | Abusive | User Added |
| “@victoriag3618: So that history test made me its bitch 😂😞” haha | Mixed | Abusive | User Added |
| “@verseunanswered: Did that bitch from Frozen ever let it go?” 😂😂 | Mixed | Abusive | User Added |
| “@verkannt__: He told the bitch "stop texting my phone my shawty crazy" 😌😈”glad he know 😩😩😂😂 | Mixed | Abusive | User Added |
| “@verkannt__: “@what_evaittakes: Nasty pay the bills bitch😜”😌😌”😂😂😂 | Mixed | Abusive | User Added |
| “@urHIGHnesss_: “@SMCo71: @urHIGHnesss_ 😂 nah lemme chill i love the bitches”😭😭 like trick love the kids” & you know this 😂 | Mixed | Abusive | User Added |
| “@uGOTTAeatTHEass: Niggas swear they love a honest bitch tho http://t.co/vastMFJphu” 😂😭😂😭😂😭 he salty bm | Mixed | Abusive | User Added |
| “@tufflove1: show a lotta love to my sisters tho but these bitches so predictable.” Im in trouble | Mixed | Abusive | User Added |
| “@ttevy_8: i want affection 24/7 but i also want to be left alone 24/7... do you see the issue here?”fag | Mixed | Hate Speech | 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