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 @InduZtriouZ_Neo: I am a strong believer that birds of a feather flock together | Mixed | Safe | User Added |
| RT @India_MSM: can Raheel mock Propphet Muhammad in same way as he mocked Lord Ram and Sita https://t.co/IjeAhR3cJI … will he apologise ?… | Mixed | Safe | User Added |
| RT @IndiaMone: LOL RT @JoeBudden: Wait a minute, I’m seeing mad dope costumes.. Yall stop trying to steal Halloween back from the hoes !!! | Mixed | Abusive | User Added |
| RT @InToneTheyLust_: These hoes don't give a fuck if you got a girl or not | Mixed | Abusive | User Added |
| RT @InNewZealand: The Knicks are still trash, Melo signed for the money he don't even care about being on a good winning team. | Mixed | Safe | User Added |
| RT @ImaSavageBruh: bitch got me acting crazy as hell lately | Mixed | Abusive | User Added |
| RT @ImaPlainJane: @SimplySoulful Uncle Charlie and nem lol | Mixed | Safe | User Added |
| RT @ImaLAGirl: Pillow talking too yo hoe hating on a nigga fuck around loose ya hoe like that 💯 | Mixed | Hate Speech | User Added |
| RT @ImaKittttyy: Made Homemade chili and cornbread for dinner. And watching Supernatural with my fave boys!! Happy Saturday bitches! http:/… | Mixed | Abusive | User Added |
| RT @ImaGrumpyCat: who remembers this bitch? 😂😭 http://t.co/P9MmBzqMiH | Mixed | Abusive | User Added |
| RT @Im_Thirst: That nigger made the shit out of my coffee. | Mixed | Hate Speech | User Added |
| RT @Im_Flashy_Bitch: Bitches be like go talk to ya other bitch bitch you is my other bitch | 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