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 @LowkeyGado: PND vocals so trash lmao | Mixed | Safe | User Added |
| RT @LovelyMariiee: "@GinaSanabria_: Exes swear they can do better, then you see their next bitch ..... 😂😂😂😩😩😩😂😂😂😂😂😂😂😩" | Mixed | Abusive | User Added |
| RT @Love_Zykerria: If he Can't hear that pussy Smacking then it ain't Wet enough! | Mixed | Abusive | User Added |
| RT @LoveMe_AshMarie: I wish it was appropriate to go around slapping bitches when they say stupid shit | Mixed | Abusive | User Added |
| RT @LoveLifeEst13: @West305 u look like an all black persian rug. . with no designs on that bitch and couple nut stains dingy boy | Mixed | Abusive | User Added |
| RT @LoveAmari_x: I would never be with someone that's afraid to tell niggas and bitches we're together. I look like a secret? Fuck outta h… | Mixed | Abusive | User Added |
| RT @Lovablee_Tyy: Im a bitch when Im hungry ! | Mixed | Abusive | User Added |
| RT @LouieVRee: When a bitch reads your message but doesn't respond http://t.co/T4Xjyp2m7Z | Mixed | Abusive | User Added |
| RT @LouieVRee: Well damn girl you a bad bitch now http://t.co/wU0ARD7YIF | Mixed | Abusive | User Added |
| RT @LouieVRee: Weed louder than a Darkskin bitch in the club | Mixed | Abusive | User Added |
| RT @LouieVRee: This bitch feet been through 20 years of slavery http://t.co/mElJYA6qSP | Mixed | Abusive | User Added |
| RT @LouieVRee: Lord help this bitch http://t.co/cr8yfMKtMG | 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