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 @ESPNDaniel: A strong black women is simply a bitch that wanna argue over every single thing | Mixed | Abusive | User Added |
| RT @ERlKTweets: what the fuck is this disgusting nigger from the movie captain phillips doing on the red carpet for the oscars what the fuc… | Mixed | Hate Speech | User Added |
| RT @EMAdair225: Illegals bringing diseases across border. Contagious patients separated from others by yellow tape... pregnant teens http:/… | Mixed | Safe | User Added |
| RT @EJ_RealTalk: “@SirRayCharles: Mo Claiborne is so trash”I can't say it enough fam 😒 | Mixed | Safe | User Added |
| RT @EHSSecretAdmire: "Can @CarterMarteeny murder my pussy?" | Mixed | Abusive | User Added |
| RT @EFCuttin: I know all those Pacer fans who stayed clownin D. Rose are all on mass suicide watch now... Karma is a fat bitch wit a beard … | Mixed | Abusive | User Added |
| RT @EARLmontana: Put that pussy on me, make me want nobody else!! | Mixed | Abusive | User Added |
| RT @DymondMarie1: Shoutout to your main bitch ! | Mixed | Abusive | User Added |
| RT @DvpeDreams: If her pussy got over 10 body counts, It's dead💀. Pussies🐱 only have 9 lives 😂 | Mixed | Abusive | User Added |
| RT @DustinHooper225: These hoes ain't loyal | Mixed | Abusive | User Added |
| RT @DurtMcHurtt: I just want to fuck bitches and listen to Conway Twitty. | Mixed | Abusive | User Added |
| RT @Durags4Eva: Bulls still not winning the title with this bland ass offense. Pau still a pussy. No darkskin niggas in the starting line u… | 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