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
Offensively, Joe Johnson just as good as LeBron. If not better. Don't @ me pussies Mixed Abusive User Added
Offensive line is trash Mixed Safe User Added
Off a lot of dope bitch I be high af Mixed Abusive User Added
Of course not. That means it's fajita time. RT @CorporateBarbie If I'm flat ironing? Oh, bitch. We ain't never leaving. Mixed Abusive User Added
Of course my #faith for #baseball is off this year. BECAUSE OF #BARRYBONDS you goddamn retards!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! #morons Mixed Hate Speech User Added
Of all the lazy bitches, I was the laziest today #noregrets Mixed Abusive User Added
Och hoe wonderbaarlijk dat Jan het alweer met n Marokkaanse BNer aan de stok heeft. Na Fatima, Lamyea, Tofik, nu ook Abdelka te min gevonden Mixed Safe User Added
Ocean drive 🌊 then I gave it a pill I think "@justmoody_: I met that pussy on ocean drive,” Mixed Abusive User Added
Obama's Hellfire missiles tend to vaporize Jihadis @BemetOr8 @PureMonotheist #UniteBlue Mixed Safe User Added
Obama’s faves: Muslims, black ghetto trash http://t.co/qTfjRAijwn via @worldnetdaily Mixed Hate Speech User Added
Obama’s Newly Released Gitmo Jihadi Has Links To Terrorists In Syria http://t.co/MywaAFD1yB #tcot #pjnet Mixed Safe User Added
Obama mocked the special Olympics Wendy Davis mocks the handicapped do ya see a pattern? Democrats #tcot #UniteBlue Mixed Safe 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