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 |
|---|---|---|---|
| Baby I can make that pussy raaain OFTEN. | Mixed | Abusive | User Added |
| BRUH!! RT @coldhearted9_: Them ugly hoes say a nigga arrogant... | Mixed | Abusive | User Added |
| BRUH lmaoo “@NoBeeetch: Them hoes was nasty but I kept eating them "@roblockk: What the fuck happened to these? http://t.co/G9w10SmQdr"” | Mixed | Abusive | User Added |
| BROS BEFORE HOS! ... and there I was with my bros, without any hos.. | Mixed | Abusive | User Added |
| BREATHE! RT @thaELLEword_: You are going to kill yourself if you don't EXHALE! RT @BrokeHomieLyn: Killin you hoes http://t.co/QZc87drA9a” | Mixed | Abusive | User Added |
| BITCH!!! RT @jla_b: Stop thinking ur entitled to politically correct responses...bitch | Mixed | Abusive | User Added |
| BF: I think we need some pet insurance. GF: LMAO, why, what for? BF: Because I'm destroying your pussy everyday. | Mixed | Abusive | User Added |
| BC y'all hoes | Mixed | Abusive | User Added |
| BASICALLY, #GOP, #ROMNEY, right wing reactionaries, drudgies, teabaggers, libertaritards, all hate our education system and teachers. | Mixed | Safe | User Added |
| Ayyyyy I'm sipping on a free slurpee and seeing The Front Bottoms tonight. I'm a happy clam. | Mixed | Safe | User Added |
| Ayy yo @Ray_Lakee my nigga @who__CHRISJONES be all up on da,pussy not lettin dat muafucka breathe. | Mixed | Abusive | User Added |
| Ayy Carlton is a ghetto school now #SwitchedAtBirth | 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