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 @iowahawkblog: Whatta co-inky-dink: IRS cancelled contract with email backup company right after Lerner's computer "crash" http://t.co/Z… | Mixed | Safe | User Added |
| RT @iowahawkblog: If you call a player a "pussy" when he's sidelined by concussion, and a "low class" when he trash talks, you might be a f… | Mixed | Abusive | User Added |
| RT @iowahawkblog: "I love cripples! Look at all these fucking cripples! Goddamit I'm a people person!" https://t.co/XCLA5xPmLX | Mixed | Hate Speech | User Added |
| RT @intelwire: Twitter is suspending the shit out of IS, multiple iterations of new regional accounts opening today and suspended within ho… | Mixed | Abusive | User Added |
| RT @intelwire: Significant number of US tweets were Americans flipping the bird to IS. UK, not so much. | Mixed | Safe | User Added |
| RT @inmysexdreams: I love black shoes cause I can match them with anything but I also need some colored shoes | Mixed | Safe | User Added |
| RT @inkoverhoes: Ugly bitches like to argue a lot. | Mixed | Abusive | User Added |
| RT @inkMEhoe: Craziest bitches got the best pussy..... | Mixed | Abusive | User Added |
| RT @infidelpamelaLC: Mahammad was a bitch. Cause I said so. http://t.co/3w8Gyp4vuz | Mixed | Abusive | User Added |
| RT @indykaila: Exclusive: Arsène Wenger gave two yellow cards & red card while refereeing a charity match in Rome. @Arsenal | Mixed | Safe | User Added |
| RT @imtiaralesha_: i never had a nigga taken from me 😴😂 . in order to take him from me he must not return 😎😈😝 . keep that in mind bitch 💁 | Mixed | Abusive | User Added |
| RT @imnussie: I kno u wanna roll w/ a bitch like me! | 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