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
@BabyxShad hoes twerking heavy to that Mixed Abusive User Added
@B_Stewart9 quit bein a little bitch B Mixed Abusive User Added
@B_McC10ud that's meant toward my dads gf shes a bitch dude Mixed Abusive User Added
@BUNNYDaHONEY <= got all the hoes Mixed Abusive User Added
@BUKPSYCHODRAMA just followed me. On Vice Lord dats rns. I been listening to this nigga since 'Magic.' Almighty on you hoes! Mixed Abusive User Added
@BRIdifferent good dnt be a sucker for these sad mad bitches, Mixed Abusive User Added
@BRIdifferent bishhhhhh waasup where this bitch up Mixed Abusive User Added
@BOSSBITCHDAPHNE yours a dyke😂 Mixed Abusive User Added
@BNightengale @FeinsandNYDN Time for Ranger scouts to head out and watch some Yankee prospects. #rangers Mixed Safe User Added
@BMS_ThadCastle this account is so incredibly retarded. Mixed Abusive User Added
@BLUE_yupp finger my throbbing pussy slowly as i cum on ur face Mixed Abusive User Added
@BLHolla Me, too! :-D Dick and pussy is too precious to give up and be ruined by some bullshit that was done to me. 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