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 @FemsHaveBallz: The looters in #Ferguson are so retarded, that they risk arrest to get free food when EBT already pays for their food LO… | Mixed | Abusive | User Added |
| RT @FemsHaveBallz: Liberals threaten my life everyday on here. So don't mind me while I'm a total jackass to their butt hurt pussies right … | Mixed | Abusive | User Added |
| RT @FemsHaveBallz: LOL at my mentions Liberal1: you're a racist bitch Liberal2: yeah kill all whites (Liberal1 is white) Liberal1: Not… | Mixed | Abusive | User Added |
| RT @FeministaJones: Not today, bitch. Not today RT @RennyStevens: @FeministaJones soooo ur a black feminist. U do know how pointless that i… | Mixed | Abusive | User Added |
| RT @FemaleTexts: "You're such a bitch" Me: http://t.co/XfRnQ6UM1O | Mixed | Abusive | User Added |
| RT @Felonious_munk: "you don't want to get treated like a ho, stop dressing like one" "if you want to stop getting treated like a thug.....… | Mixed | Abusive | User Added |
| RT @FeinsandNYDN: Yankees acquire Chase Headley from the Padres for Yangervis Solarte and Rafael DePaula. | Mixed | Safe | User Added |
| RT @Feenohmenal: I spent my whole fucking life apologizing for not being enough. You can't cut, nip, fuck, booze or drug the inadequacy out… | Mixed | Abusive | User Added |
| RT @Feenohmenal: @NotoriousBeep fifty bucks says a dense cunt thinks I say totes on the "reg" and unfollows b/c I said cheerleader. Countdo… | Mixed | Abusive | User Added |
| RT @FeelinYurTHROAT: Don't watch me you beta watch your bitch nigga! | Mixed | Hate Speech | User Added |
| RT @FeelinMarvelous: Niggas want a virgin porn star and bitches want a dangerous safe nigga. | Mixed | Abusive | User Added |
| RT @FeeelGreatness: You don't know where your boyfriend is at on a Saturday night? LOL He fucking other bitches that's where he's at | 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