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 @slbgng_eddie: “@white_thunduh: On boys im a retard sometimes” all the time * | Mixed | Abusive | User Added |
| RT @slbgng_eddie: “@cristinacetino: @slbgng_eddie shit nigga don't complain. Now you got room for hella nudes from hoes” Trueeee, I'll hy… | Mixed | Abusive | User Added |
| RT @skyereyes_: If that's what makes these fat bitches sleep at night 😴 | Mixed | Abusive | User Added |
| RT @skyereyes_: “@InspireNaima: Text someone "That pussy was so good!" & "Sorry, wrong number" and quote this with their response.”😂😂 http:… | Mixed | Abusive | User Added |
| RT @skyereyes_: “@GinaSanabria_: I have no hoes man. I don't need those though 😴”😭😭 I need to pick mines back up 😩 | Mixed | Abusive | User Added |
| RT @skyereyes_: “@Feebito_23: Lol this is why I don't fuck with so many bitches”don't call her a "bitch" | Mixed | Abusive | User Added |
| RT @sky106radio: For lots of great oldies, check out "Memories and More", with Yankee Rose, today from 1:00 PM to 4:00 PM Eastern! http://t… | Mixed | Safe | User Added |
| RT @skullmandible: Now Call Down Your Dark and Your Cold and Be Damned, Charlie Brown | Mixed | Safe | User Added |
| RT @skankymunter: Pissed in shower, now checking for yellow legs. | Mixed | Abusive | User Added |
| RT @sisssyhaymaan: If you brush off a guys compliment just because you have a boyfriend, you're a bitch | Mixed | Abusive | User Added |
| RT @simplyforkicks: Quan helps everyone out with random questions and computer stuff but no one can oop him GRs?! Something ain't right abo… | Mixed | Safe | User Added |
| RT @simplyalize: "@xonayyy: “@ugglyyy: well ain't this bout a bitch ... http://t.co/CVJadMYpg6” 😂😂😂" BRUH😩😂😂 | 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