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 |
|---|---|---|---|
| "@TyJonCuffee: And if you ain't a hoe get up out my traphoussseeeee" | Mixed | Abusive | User Added |
| "@TweetGameLazy: I can ride your bitch with no handle bars" | Mixed | Abusive | User Added |
| "@TreLeKidd: Yo bitch is Gucci Mane RT @JabariTheGreat : My bitch a stoner 💯💯 http://t.co/lt9LIJjpg9"😂😂😂😂😂😂 | Mixed | Abusive | User Added |
| "@Tmacc_GFG: BOBBY BITCH-by @BobbyShmurdaGS9 be getting me live as fuck" hell yea i play that hoe before my workout | Mixed | Abusive | User Added |
| "@Tmacc_GFG: “@tizzimarie: No slushes 😥”hoes nasty anyway fam"😴 | Mixed | Abusive | User Added |
| "@Tmacc_GFG: “@VoiceOfDStreetz: "@Tmacc_GFG: “@tizzimarie: No slushes 😥”hoes nasty anyway fam"😴”them hoes taste like meds"🍇🍇🍼 | Mixed | Abusive | User Added |
| "@Thornton25: “@KantKeepAhBYTCH: I love eating pussy lol I never get full lol” I can eat that shit forever lol" and ever. | Mixed | Abusive | User Added |
| "@TheoMaxximus: Chrus still supahot tho" *walks up to teacher with test, drops test in that bitch fohead* http://t.co/nb5VgdssgI | Mixed | Abusive | User Added |
| "@TheoMaxximus: #GerrysHalloweenParty http://t.co/3ycrSrnjHc" Halloween was yesterday stupid nigger | Mixed | Hate Speech | User Added |
| "@Theo17100: http://t.co/BYj1HOyhmG" this scally lad would get it | Mixed | Safe | User Added |
| "@The_Realist_Sam: @Madrid2_ yea, I'm on my iPad. I don't work this Friday. Let's ball this faggot up @TropicalBlanket"i work 2-5 | Mixed | Abusive | User Added |
| "@TheRealRickyB21: @JetsAndASwisher faggot bitch" http://t.co/2HyyAbk4eH | 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