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 @angiecuh: Man, how you "shittin" on all these hoes when you're only cute with make up on ?✋😴 | Mixed | Abusive | User Added |
| RT @angelalonz: I feel bad for these young girls that are already hoes. | Mixed | Abusive | User Added |
| RT @andrewtylerdick: “@ZWHITE93: Or... Run wildcat. Let Romo run that deep post, and have Murray bomb that bitch to Tony” 😂😂😂😂😂😂😂😂😂😂😂 | Mixed | Abusive | User Added |
| RT @andresdavid: Saying, "Who cares?" comes from a privileged position. May you never experience what a queer person goes through, and may … | Mixed | Abusive | User Added |
| RT @andrenickatina: Bitch at MacDonalds say.."U look a lil devilish 2day homey"..Oh well bitch..I WOKE UP LIKE THIS-I WOKE UP LIKE THIS(Bey… | Mixed | Abusive | User Added |
| RT @anderson6benton: “@T_ReV_13: Dumb bitches are one thing that'll never become extinct..” That's real | Mixed | Abusive | User Added |
| RT @anarchistrev: I am no longer willing to claim "I'm just like you just queer" as my rallying cry. | Mixed | Abusive | User Added |
| RT @amyalkon: School admins take hungry kids' lunch & throw in trash because their lunch funds aren't paid up. That'll teach em! http://t.c… | Mixed | Safe | User Added |
| RT @amoz1939: drinking to the last drop washing teapot #haiku #mijikai | Mixed | Safe | User Added |
| RT @amour_tajiana: Only fuck niggas would wanna continue to mess with these messy ass bitches vs. somebody who HAS been down for them all a… | Mixed | Hate Speech | User Added |
| RT @amnesty2016: Stfu stupid bitch. God damn. Unfuckingfollow me then!!! Shit. | Mixed | Abusive | User Added |
| RT @amh_1126: s/o #NF @patpatbush thanks for the follow Hun!! 😘😘 | Mixed | Safe | 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