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 @Macbeth870: #bowebergdahl There hasn't been a trade this lopsided since Babe Ruth was traded to the Yankees for "No No Nanette" cash. | Mixed | Safe | User Added |
| RT @MacMiller: Liam Gallagher came to see me perform tonight. He said I was a mental cunt. That's fucking amazing. | Mixed | Abusive | User Added |
| RT @MacMiller: @iCodyMontana @ScHoolBoyQ @xdannyxbrownx yeah they trash. Q... this man capitalized his H tho.... i'm takin all ya fans. | Mixed | Safe | User Added |
| RT @Mabelistocute: You suppose to keep your hoes from finding out about each other | Mixed | Abusive | User Added |
| RT @Mabelistocute: Every bad bitch comes with mood swings | Mixed | Abusive | User Added |
| RT @MXLLXVV: "@VivaLAJuicyy69: ----> tragedy smh RT @MXLLXVV: Niggas don't know you but will throw dirt on your name for the pussy you h… | Mixed | Hate Speech | User Added |
| RT @MTVUK: #Directioners, 1D's @zaynmalik & @Louis_Tomlinson monkey around on set of #StealMyGirl video: http://t.co/sOEbNlR8Re http://t.co… | Mixed | Safe | User Added |
| RT @MNicolee_: Got this bitch at work mad with me bc her ex BITCH on my dick 😂😂😂 | Mixed | Abusive | User Added |
| RT @MNYves: I want someone I can call my own without another bitch staking claim on him simultaneously. | Mixed | Abusive | User Added |
| RT @MNYves: He's an idiot. RT @M00n_baby: miserable trash excuse for a man http://t.co/jtL7Uis2YM | Mixed | Safe | User Added |
| RT @MLPerkinsJr: Overtime bitches. | Mixed | Abusive | User Added |
| RT @MLBStatoftheDay: Since 1914, Derek Jeter’s 91 multi-hit games vs @RedSox are 4th most among @Yankees, behind Gehrig’s 121, Ruth’s 99 an… | 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