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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @brendacoyt_3: @Tonymartinezz15 😂😂😂😂🚲 rolling deep af 👈 I even got bitches running after me 🚲👯😂😂😂😂😭 | Mixed | Abusive | User Added |
| RT @breely216: The recommended serving size for brownies is "all of them." | Mixed | Safe | User Added |
| RT @breebree1731: What a bitch. | Mixed | Abusive | User Added |
| RT @braidedcocks: @veryproudofya @poppunksucks well now I'm crying like a little bitch | Mixed | Abusive | User Added |
| RT @boujjhetto: When an irrelevant bitch dislikes u for no reason 💅 http://t.co/sM1rsmOLEZ | Mixed | Abusive | User Added |
| RT @boss_sant: I would never trip over a bitch that aint mine 😂😂 niggas clowns man | Mixed | Abusive | User Added |
| RT @boss_sant: I don't like bitch niggaz and they don't like me 💯 #Boss up | Mixed | Abusive | User Added |
| RT @boominator: “@CureOurCountry: Rand Paul mocks Clinton with #HillarysLosers pics with failed candidates http://t.co/r8fjtCsJ5O http://t… | Mixed | Safe | User Added |
| RT @bonita_kayla: all bitches wanna do is beef over niggas  grow tf up a get ya priorities straight  | Mixed | Abusive | User Added |
| RT @bodmonting: Instead of worry bout who that bitch fucking why don't you get you some money | Mixed | Abusive | User Added |
| RT @boburnham: In the future, gay culture will be considered cool by America's teens and instead of wiggers there will be straggots. | Mixed | Hate Speech | User Added |
| RT @bniceloco: Charlie Sheen is the realest nigga alive http://t.co/pk0nEjIOVh | 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