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
@M_Carbonaro Nice pussy. Mixed Abusive User Added
@M_A_Larson @SteveStreza You're saying zebras are goth? Mixed Safe User Added
@MTBornnard it's got good mojo for sure. Paybacks a bitch Mixed Abusive User Added
@MSoltan18 @Matt_Simonson @KoredeB9 nvm thought we were talking fifa sorry matt you're not trash at zombies Mixed Abusive User Added
@MSoltan18 @KoredeB9 the witches took them hoe Mixed Abusive User Added
@MSoltan18 @KoredeB9 I don't suck tho, you're just mad because you're trash and I carried you. you always had 0 points Mixed Safe User Added
@MSoltan18 @Jordan23Junkies it's supposed to be grey with speckled blue midsole and the soles are more yellow than icy so pass Mixed Safe User Added
@MONiiEROZAY this shit sorry than a hoe Mixed Abusive User Added
@MOLLYx__ use coconut oil faggot Mixed Abusive User Added
@MLG_POLLUTE I'm gonna tell my friend not to buy your scuf now dumb chink frail pussy Mixed Abusive User Added
@MIKEYMIKEROWAVE @SNEAKERLUKE @wojtata @JoeCushKush yeah I like them too but Im not annoying ass bitch about it. Support them but dont bitch Mixed Abusive User Added
@MIKEB_IN_THE_D you're still a free world bitch , don't deserve your 313 area code ! 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