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
#porn,#android,#iphone,#ipad,#sex,#xxx, | #XXX | homemade pussy eating – http://t.co/2yuIdrLN3k http://t.co/Z8GAiWlLye Mixed Abusive User Added
#porn,#android,#iphone,#ipad,#sex,#xxx, | #XXX | Hairy Alicia Silver & Tinslee Reagan hairy pussy � | http://t.co/ToljqdXEE3 Mixed Abusive User Added
#porn,#android,#iphone,#ipad,#sex,#xxx, | #Teen | Cutie lesbian teens toy slits http://t.co/ZS05enjjwm Mixed Safe User Added
#porn,#android,#iphone,#ipad,#sex,#xxx, | #SmallTits | Small tits ghetto whore fucking with not her stepdad http://t.co/Ay6gRNTOUw Mixed Abusive User Added
#porn,#android,#iphone,#ipad,#sex,#xxx, | #OldYoung | german milf getting young and old cock in her pussy http://t.co/kXhzjwG4Ii Mixed Abusive User Added
#porn,#android,#iphone,#ipad,#sex,#xxx, | #OldYoung | Old bitch pleases hot-looking young stud http://t.co/aIDKdmztLn Mixed Abusive User Added
#porn,#android,#iphone,#ipad,#sex,#xxx, | #Masturbation | A very hot black tranny is mastu http://t.co/OfGGMLXQAj Mixed Abusive User Added
#porn,#android,#iphone,#ipad,#sex,#xxx, | #Lingerie | Bitch in lingerie getting her wet cunt pounded http://t.co/Jp4r2vPyCb Mixed Abusive User Added
#porn,#android,#iphone,#ipad,#sex,#xxx, | #Lesbian | Lesbian girl eating pussy http://t.co/Ht9szL3b24 Mixed Abusive User Added
#porn,#android,#iphone,#ipad,#sex,#xxx, | #Latina | Latina with tight pussy http://t.co/rDaOnqVr1H Mixed Abusive User Added
#porn,#android,#iphone,#ipad,#sex,#xxx, | #Latina | Latina mature Big pussy http://t.co/D4ICvCz1Bk Mixed Abusive User Added
#porn,#android,#iphone,#ipad,#sex,#xxx, | #Latina | Latina chick gets her pussy pumped http://t.co/4dhwuI5ARd Mixed Abusive User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload 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