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 |
|---|---|---|---|
| @JustTooMuchCake Lmao. it bel ike that nowadays | Mixed | Safe | User Added |
| @JustKarahn yes u hoe | Mixed | Abusive | User Added |
| @JustKarahn negro please | Mixed | Abusive | User Added |
| @JustKarahn dnt use my shit against me hoe | Mixed | Abusive | User Added |
| @JustKarahn bye hoe | Mixed | Abusive | User Added |
| @JustFemaIe @CheatingAdvice Where the fuck were you this summer bitch? | Mixed | Abusive | User Added |
| @JustDoIt_Rob big titty bitch lmao fuck it good party | Mixed | Abusive | User Added |
| @JustDoItSlow on sale ass hoes | Mixed | Abusive | User Added |
| @JustDoItSlow 😒FOREVER 21 hoes | Mixed | Safe | User Added |
| @JustCurrieOn @Christooshifty aint nobody asked yo faggot ass for a comment i know you peeped already you gay thats what u do for a living | Mixed | Abusive | User Added |
| @Juss_Vinny @kkarleigh if he wants bitches tip toein on his marble floors he will 😉 | Mixed | Abusive | User Added |
| @JusDahl not nappy head hoe though 😂😂 | 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