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 @TedOfficialPage: Your opinion is irrelevant because you are a cunt | Mixed | Abusive | User Added |
| RT @TedNugent: Gun control talks with gunrunning Eric Holder on board. We r the planet of the apes | Mixed | Safe | User Added |
| RT @Tease: RT or you're a fag. http://t.co/4Ol82rdeqX | Mixed | Hate Speech | User Added |
| RT @Teamadeezy: Niggas is hoes 2 | Mixed | Abusive | User Added |
| RT @TeamGladney: Did the Yankees make the playoffs and properly honor Jeter? RT @80sbaby4life: Orioles win? | Mixed | Safe | User Added |
| RT @TeamBoosieBoo: No officer I wasn't drunk driving, I was swerving on them hoes. | Mixed | Abusive | User Added |
| RT @TeGustaaa: If you suppose to be a man, don’t be a bitch. | Mixed | Abusive | User Added |
| RT @TbhMoose: a girl tweeted "you might be ghetto if u bring food from outside into the movies" no u might be stupid if u pay 4.99 for a b… | Mixed | Abusive | User Added |
| RT @TazheAdorn: Yall ladies ever have on a tank top or something . . & like one of your nips was just chilling outside the shirt, and you d… | Mixed | Abusive | User Added |
| RT @Taylor_1017: Thanks for ignoring me faggots. I'm locked outside @A_Mitchellll13 @10Longdong | Mixed | Abusive | User Added |
| RT @Taylor_1017: Get this bitch out of my house | Mixed | Abusive | User Added |
| RT @TaylorGrisbhy: Nothing is wrong wit staying down here to work at the plant.These little minded bitches need 2 fuckin stop being judgmen… | 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