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 |
|---|---|---|---|
| RT @dirtyimage: @Tronkitty not just cause of hoes, go to jail cause of fucking up hoes bloody n making them call you head honcho | Mixed | Hate Speech | User Added |
| RT @diplo: guns are fucking corny put down your assault rifles and knuckle up.. i wanna go hand to hand with all the NRA pussy ass spoke ... | Mixed | Abusive | User Added |
| RT @dinero700k_: These hoes really would sit in your face and act like they puttin the world in the relationship been fuckin off the whole … | Mixed | Abusive | User Added |
| RT @dilemma617: Your iPad raised your kid to be a giant pussy. Good job. | Mixed | Abusive | User Added |
| RT @digiflorals: bitch do it look like I care 　 N 　　 O 　　　 O 　　　　 o 　　　　　o 　　　　　 o 　　　　　o 　　　　 。 　　　 。 　　　. 　　　. 　　　 . 　　　　. | Mixed | Abusive | User Added |
| RT @digiflorals: I don't get why people bitch about an unfollow when you never talked to them | Mixed | Abusive | User Added |
| RT @digaveliavelife: Lol I be eatin da shit outta sum pussy. Ill never be a serial pussy eater tho. | Mixed | Abusive | User Added |
| RT @digaveliavelife: @KC_Uptown LOL shiiiiiit, one day they gonna have a have a golden statue of me lickin da shit out of some pussy in my … | Mixed | Abusive | User Added |
| RT @dexfrost23: Lexi swear she a bad bitch | Mixed | Abusive | User Added |
| RT @devonceeknowles: "Uhm bitch the fuck its Wednesday and we are suppose to wear black u can't sit with us" http://t.co/elxI5KyS5b | Mixed | Abusive | User Added |
| RT @deviledlegs: drawing myself an organic powdered goats milk bath with rose petals and chopped clams eww what just kidding it's Mr. Bubbl… | Mixed | Safe | User Added |
| RT @desusnice: "In 2014 you tweeted that Migos were trash. Care to explain?" - 2064 Supreme Court Confirmation Hearing | 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