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 |
|---|---|---|---|
| Twitters little blue birds name is Larry, after Celtics, ISU Larry Bird, stick ticker is $TWTR. | Mixed | Safe | User Added |
| Twitter your being a bitch | Mixed | Abusive | User Added |
| Twitter watching bitches. | Mixed | Abusive | User Added |
| Twitter pic flossin hoes talkin @Papa_Woodall @fatstinker | Mixed | Abusive | User Added |
| Twitter niggas always want you to have unprotected sex with these nothing ass bitches. NAH | Mixed | Abusive | User Added |
| Twitter let you know who every hoe is in every city and country | Mixed | Abusive | User Added |
| Twitter is trash | Mixed | Safe | User Added |
| Twitter is like the friend I sometimes forget to visit, and then he calls and acts like a bitchy mcbitcherson with a side of bitch. | Mixed | Abusive | User Added |
| Twitter is for fags. | Mixed | Hate Speech | User Added |
| Twitter has taught me that there are so many bitch made niggas in the world, don't be fooled | Mixed | Abusive | User Added |
| Twitter game is on point tonight btw guys, if you haven't caught on you're full retard. | Mixed | Abusive | User Added |
| Twinkies are so unfilling. which is odd because they are filled | Mixed | Safe | 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