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
@KingHorseDick we gotta find this hoe Mixed Abusive User Added
@KingHorseDick that hoe skilled Mixed Abusive User Added
@KingHorseDick lol toughen up pussy Mixed Abusive User Added
@KingHorseDick bitch you know the lingo hoe lol Mixed Abusive User Added
@KingEgo if I can get this bitch to go -->> @Wisdom_Stature Mixed Abusive User Added
@KingCuh @TEE_JONEZ io.. lol osi tangi! Haha a tuku ho tangible Terryn! Atunga ho fie lea lahi mai! Mixed Safe User Added
@KimberlyyAye speaking of little bitch you didn't even do all your squats you little bitch kept talking to distract everyone else 😒 🙋👀👉🙎 icu Mixed Abusive User Added
@KimberlyyAye @Leslieeeixta I think I did my job here! Toodles to you bitches ✌️ Mixed Abusive User Added
@KimW16 so she's retarded? Mixed Abusive User Added
@KimW16 quit being a baby & hit that patchouli pussy! Mixed Abusive User Added
@KimW16 and the plastic surgery of a tranny. Mixed Abusive User Added
@KilaurenK u stupid fuk head bitch 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