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 |
|---|---|---|---|
| 4th and long bitches | Mixed | Abusive | User Added |
| 4th RT @MayaAngelouFRO: Beat my pussy up like i snitched on you and you had to serve time in a state correctional facility for 5 years. | Mixed | Abusive | User Added |
| 416 we know ya bitch @kendricklamar | Mixed | Abusive | User Added |
| 40 mins. Until that bitch drop | Mixed | Abusive | User Added |
| 4⃣2⃣0⃣ moke up | Mixed | Safe | User Added |
| 4 stacks for the heels on my bitch feet, car seat still smellin like 10 keys.. Tell the plug that I'm lookin for a increase.. | Mixed | Abusive | User Added |
| 4 old hoes, a ponk, and a dyke outchea having "girl talk" | Mixed | Hate Speech | User Added |
| 4 fat hoes ina caddilac. U can tell they jus lost dey luxury car ride virginity#hoes too happy lmao | Mixed | Abusive | User Added |
| 37- no, i dont like hoes | Mixed | Abusive | User Added |
| 35-11. Touchdown with :28 on the clock. Michigan some hoes. | Mixed | Abusive | User Added |
| 300 bitch we hot, we done took flight ! | Mixed | Abusive | User Added |
| 30 mins for @natezoo919 n @greco_joel to pick out a trash can @ meijer....now do u guys understand why I took 3 shots before this trip | 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