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 |
|---|---|---|---|
| "@TheRealRickyB21: @JetsAndASwisher @Gook____ y'all come through the front."bitch I ain't coming | Mixed | Abusive | User Added |
| "@TheOneMiss_Luu: Would you still love me when I'm no longer young and beautiful?" No. Ugly monkey ass. | Mixed | Abusive | User Added |
| "@TheNymphoTweets: Hickies in between her thighs right by her pussy >>>" Its only right | Mixed | Abusive | User Added |
| "@TheNewSAT: #NewSATQuestions Yeah bitch, yeah bitch, call me _______: a.) Maybe b.) Steve-O c.) Later d.) Jesse Pinkman" @machinegunkelly | Mixed | Abusive | User Added |
| "@TheGamerKingKev: I wonder if the girl that gave head to 24 boys for a drink in magaluf has twitter" she probly sends nudes for fags | Mixed | Abusive | User Added |
| "@ThatniggaTroy: Oomf so fuckin fine tho 😩 dam" @ her, don't be no bitch. | Mixed | Abusive | User Added |
| "@Taylorr_Babee: You ain't ever gonna be a slice bitch." Kevin hart. (: | Mixed | Abusive | User Added |
| "@TayKnosBest: These hoes is crazy" | Mixed | Abusive | User Added |
| "@TEE_JONEZ: @KingCuh @16stanleys I'm not mad cuh hahaha" suure.. tuku ho ita! 😂😂 | Mixed | Safe | User Added |
| "@TEE_JONEZ: @16stanleys @KingCuh tuku ho idk blah blah blah" 😂😂😂 | Mixed | Safe | User Added |
| "@Sylvieamx: #Pisces will never be anybody's bitch, they don't let people control or change them." Rigghhht | Mixed | Abusive | User Added |
| "@SukMySweetness: money only impress the simple broke bitches" | 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