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 |
|---|---|---|---|
| 😫ugly bitches get no love | Mixed | Abusive | User Added |
| 😫😫😫😫😫😔😔😔😔😔😔 this fucking bitch Rachel needs to die please | Mixed | Abusive | User Added |
| 😩😭 RT @KingHov1313: Fox8 got dem bitches huh!🙌🙌🙌🙌🙌🙌 | Mixed | Abusive | User Added |
| 😩😭 RT @Freegeezy17: My Co worker talking about what's my twitter name Oh no hoe you could never screen shot me to the boss | Mixed | Abusive | User Added |
| 😩😩😂😭😭 RT @Eb_Reloaded: @11wdNICK @KingHov1313 swear to God bitch I'm bouta delete my twitter account http://t.co/YPi52s4dtC | Mixed | Abusive | User Added |
| 😩😩😂 damn roaches got dicks n pussy to be doing this lol??? http://t.co/OiIxcfos3m | Mixed | Abusive | User Added |
| 😩😂 RT @willieBEAMINN: @_VinChi3 bitches they get bat or sumn *ak voice* | Mixed | Abusive | User Added |
| 😩 monkey mad | Mixed | Safe | User Added |
| 😩 cunt | Mixed | Abusive | User Added |
| 😟 “@DubPeeWorld: So the new wave is bitches wearing mini shovels on their hand” | Mixed | Abusive | User Added |
| 😜🙇🙆 I hate ya bitch ass | Mixed | Abusive | User Added |
| 😛👸 you've been a good as friend to me , glad I got your honkie ass. Let's fuck shit up this year | 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