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 @SomeoneBelow: The person below didn't get a big booty hoe. | Mixed | Abusive | User Added |
| RT @Somaya_Reece: I am nice I am humble but I will still let a bitch know what's up! HUNNNNEY💅📢📢📢📢📢 | Mixed | Abusive | User Added |
| RT @Solyybee_: Lmfao RT“@macktology101: Alco(ho)l” | Mixed | Safe | User Added |
| RT @SoloDahSystem: As in rubbing her booty on another mans penis. Sure RT @PacDaGoat: Fellas you cool with your girl dancing with other nig… | Mixed | Abusive | User Added |
| RT @SolelyJones: Lowkey Apple made iOS 8 like this so niggas get caught and have to buy their bitches iphone 6s to make up | Mixed | Abusive | User Added |
| RT @SochittaSal: Short bitches run sh!t. | Mixed | Abusive | User Added |
| RT @SochittaSal: I got drugs and hugs for you, bitch. | Mixed | Abusive | User Added |
| RT @SoccerGrlProbs: Germany's like....Next goal has to be a header. Then next goal after that has to be a diving header. Let's play monkey … | Mixed | Safe | User Added |
| RT @SoTrippyWhit: “@laaaeee: I swear to god Whitney is a Regina George. 💀 http://t.co/bttoCzQK5S” wow im a bitch 👻 | Mixed | Abusive | User Added |
| RT @SoCoSoPretty: And niggas don't be knowing the difference or want to believe that the bitch actually ugly | Mixed | Abusive | User Added |
| RT @SnowThaProduct: i can do somethin good but im always gon be a "wetback" coo.. ✌ | Mixed | Hate Speech | User Added |
| RT @SnowThaProduct: #FrasesDeUnaMadreMexicana these bitches is my sons lol | 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