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 |
|---|---|---|---|
| RT @TheFunnyTeens: When someone tells me I should stop being a bitch http://t.co/LTR4gi5mUv | Mixed | Abusive | User Added |
| RT @TheFoodBibIe: Deep Fried Oreos http://t.co/quDw3wqD7r | Mixed | Safe | User Added |
| RT @TheFitGawd: “I don’t know why these bitches laughing. You not even funny my nigga” http://t.co/0IdY5oSkrf | Mixed | Abusive | User Added |
| RT @TheFatKidJames: @Von_VonRichter Bro fuck you for leaving! Lol no but have a great time up there and don't forgot about the bros back ho… | Mixed | Abusive | User Added |
| RT @TheFakeESPN: Rutgers terminated Mike Rice's contract by repeatedly calling it a cunt while hurling balls at it until it finally kill ... | Mixed | Abusive | User Added |
| RT @TheFakeESPN: Red Hot Chili Peppers with the longest nip-slip in Super Bowl Half Time Show history. | Mixed | Safe | User Added |
| RT @TheFakeESPN: Johnny Manziel’s bye-week stat line: Bud Light Platinums: 23 | Shots of Patron: 8 | Side bitches: 5 | Fucks given: 0 | Mixed | Abusive | User Added |
| RT @TheFactsBook: Twitter has a bird as its logo, that’s why when you join you’re an egg, and your home button is a birdhouse. Why am I ... | Mixed | Safe | User Added |
| RT @TheEagleFazi: Almost 83% of children in Balochistan have never been to school, followed by 80% in Sindh, 75% in KP and 60% in Punjab. #… | Mixed | Safe | User Added |
| RT @TheDrunkStory: "My girlfriend cheated on me so I dumped her. I'm dating her mom now so now that bitch is my step daughter." - Texas Tec… | Mixed | Abusive | User Added |
| RT @TheDrunkStory: "My bro made out with an ugly chick at a festival while drunk so now he's known as Larry bird because he hits "threes"" … | Mixed | Safe | User Added |
| RT @TheDrugTribe: mary isn't a backstabbing bitch that lies and deceives me | 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