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 @ItsDomanic_: @fabbymichelle @BrianLovesAss_ alright i'll meet you there 👌 and im not a fag , in fact Brian don't give her shit | Mixed | Abusive | User Added |
| RT @ItsDRecord: Bitches about to start that "New year, New me" bullshit.. You can't undo the numbers on that pussy thoo | Mixed | Abusive | User Added |
| RT @ItsDLow: Now I gotta ask bitches for nudes on Facebook. 😒 | Mixed | Abusive | User Added |
| RT @ItsChee_: Whipped https://t.co/uCV3Hrjatv | Mixed | Safe | User Added |
| RT @Italian_Montana: “@arosati96: The bromance between pat and ant is real” fuck that faggot | Mixed | Hate Speech | User Added |
| RT @IsaidNick: niggers are so ignorant http://t.co/P9jDdVsRVb | Mixed | Hate Speech | User Added |
| RT @Isa__Lopez: @D_Lo520 but you're still a faggot | Mixed | Hate Speech | User Added |
| RT @IrregularGawd: Personality RT @LosBeOnIt: How fat bitches be in relationships before the pretty women? Let's see the answers lol 👀👀👀 | Mixed | Abusive | User Added |
| RT @InnocentMarina6: *Goes to Yankee candle* *buys beer scented candle* *goes home, lights it* *waits for a boyfriend* | Mixed | Safe | User Added |
| RT @Ink_Flowz: THOT is a childish word👌Grow up and call that bitch a hoe.😂 | Mixed | Abusive | User Added |
| RT @InkMyHoleBody: This nigga is a fuckin faggot https://t.co/e3m6tujnhF | Mixed | Hate Speech | User Added |
| RT @InfidelAlie: Yay for America & Israel... we put in more Jew Hating muslim trash into our government! pathetic & sickening | Mixed | Hate Speech | 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