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 @DalaiLamaPosts: Even though a bird can fly, it must land on earth. | Mixed | Safe | User Added |
| RT @Daily_Dip: "And I ain't trippin' on nothin', I'm dippin' on somethin', and my homeboy say he got a bad bitch for me tonight" #LilWay ... | Mixed | Abusive | User Added |
| RT @DailySexSupply: This how all the hoes gonna be like tonight😂😂😂 http://t.co/kVIOAiEpcB | Mixed | Abusive | User Added |
| RT @DailyRapFacts: .@YG is the voice behind @DJmustard’s “Mustard on the beat hoe | Mixed | Abusive | User Added |
| RT @DaeDeezyy: ion ask nobody for SHIT . ever . never have a problem doing shit fa people neither but damn can a bitch get a thank you ? | Mixed | Abusive | User Added |
| RT @Dadude1914: 👉👉👉👉RT @AskWhy05: Karlie acting like she not a hoe.... She been wit 3 of the niggas on just this show plus two guest appear… | Mixed | Abusive | User Added |
| RT @DabGodBaby: But only BBC, the American version is trash | Mixed | Safe | User Added |
| RT @DaUnfuqwitable1: Yawl chicks love being SIDE BITCHES 😩😩 bitches now days be having dreams & aspirations of being a STEP MOM 😂😂😂 | Mixed | Abusive | User Added |
| RT @DaTbOySmOkEyy: Shawty said you not gone understand america unless you went to a PWI school, crackers already brainwashed her smh lol | Mixed | Hate Speech | User Added |
| RT @DaSmacker: Mariners said moms 21 and over get free ball caps on mothers day. Basically all you young hoes with kids don't get one lol | Mixed | Abusive | User Added |
| RT @DaRealKha: "I'm sorry but side bitches better than a wife in this era...check the stats B lol" | Mixed | Abusive | User Added |
| RT @DaRealDip: I hate wen a bitch fart den be like uughh uuuu farted...no bitch clearly u did ill let a mfa kno wen im fin to | 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