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 |
|---|---|---|---|
| Pic so confusing.. Looks like a dyke, but has a hoe pooci.. «@Datjollygirl “@BTweekin: 😩😩😩😩😩 http://t.co/88ThE7EZP7”» | Mixed | Abusive | User Added |
| Pic circulating on Jihadi feeds claiming an "ISIS flag" on top of Mount Arafa in the holiest day of pilgrimage http://t.co/46YfuflyZV | Mixed | Safe | User Added |
| Physical & bed RT @Skinny215 These bitches frame is trash! #Skinny | Mixed | Abusive | User Added |
| Photoset: The biggest pussy I’ve seen in China. http://t.co/sZiqi92sBV | Mixed | Abusive | User Added |
| Photo: deafreaperventus: wayward-sons-and-fallen-angels: murderous-crows: *gay intensifies* are you saying... http://t.co/qbktWtWFCY | Mixed | Abusive | User Added |
| Photo: anarcho-queer: “Anarchism stands for a social order based on the free grouping of individuals for... http://t.co/Iy6Gro4t8Z | Mixed | Safe | User Added |
| Photo: Seriously … All my friends are hoes. It’s so funny. #getyourlife 👎 http://t.co/nbnBGYCFMI | Mixed | Abusive | User Added |
| Photo: Rest in peace to these bad boys , some bad advise made me let some old asian dude re glue the sole... http://t.co/uPRjY6n48K | Mixed | Safe | User Added |
| Photo: No filtering bitches. 💀💀💀💀 #turntup #webad #wepretty #gayvegas #rupaulsdragrace #barb #minaj... http://t.co/a9K3hJJGg9 | Mixed | Abusive | User Added |
| Photo: My mains @riri22barbie @georgegia yessssss #ladykimora turntup. #vegas bitches 😍😍 http://t.co/QecHHKO42q | Mixed | Abusive | User Added |
| Photo: Mustard on the beat hoe #wdywt http://t.co/DKYqcnRuNO | Mixed | Abusive | User Added |
| Photo: Morning bitches http://t.co/4P3mK58gc4 | 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