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 @DAiiNUH: girls with six packs are scary..... just have a flat stomach that's hot enough.... ripped bitches are scary looking. | Mixed | Abusive | User Added |
| RT @DA_POLO_KING: @VikkiNoSecrets hoes have no life | Mixed | Abusive | User Added |
| RT @DARKSKlNDRAKE: How yall hoes do instagram rates http://t.co/UUjeAXZByW | Mixed | Abusive | User Added |
| RT @D9Rize: @TerrorFranchise @D9Oxy Stfu faggot a clip is 4+ holy fucking tittyy shit | Mixed | Hate Speech | User Added |
| RT @D0PESHIT0NLY: Bitches be having No job No future No education & have the nerve to say "all these niggas want is pussy" Bitch cause that… | Mixed | Abusive | User Added |
| RT @CzickenShack: I'm finally ready to mass market my skidmark-resistant tighty whities, but apparently "Uncrustables" is already taken. Fu… | Mixed | Safe | User Added |
| RT @CzarofSwag: To the retards chanting USA at the FC Dallas game, Kansas is in the USA. | Mixed | Abusive | User Added |
| RT @CzarZellem: Hey Liberals,meet @SenTedCruz, future majority leader of the US Senate.Enjoy. Payback is a bitch. #p2 #stoprush #waar http:… | Mixed | Abusive | User Added |
| RT @CyFyre: @WesOrrJames love you too my nig #squad | Mixed | Safe | User Added |
| RT @CuzzinTom: If Byron Leftwich fucks as hard as he throws then he kills bitches | Mixed | Abusive | User Added |
| RT @Cuzimdaddy_: !!! @5feet_0inches is dis wrong??? "@_100d: If you fuck wit a lame nigga you a lame bitch" | Mixed | Hate Speech | User Added |
| RT @CuteOverloads: baby monkey in the snow im crying 😭🐒❄ http://t.co/gMk5dbjaJQ | 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