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 |
|---|---|---|---|
| #Yankees wasted Nuñez's season #rays #mlb | Mixed | Safe | User Added |
| #Yankees take all three games in MoTown, I'm callin' it!!! #MLB | Mixed | Safe | User Added |
| #Yankees got beaten by a thug | Mixed | Safe | User Added |
| #Yankees Primo! Just got home and the Tanks are on MLB. Finally! And they are winning! Even better. Time to get serious, Sept call up time | Mixed | Safe | User Added |
| #Yankees Pineda needed that 6'7. Great play! | Mixed | Safe | User Added |
| #Yankees Nice bounce back @Michael Kay. Gotta keep this going! | Mixed | Safe | User Added |
| #Yankees If Royals have a fire sale. I want the whole team!! Leave Gardner and Tanaka. The rest can please go. Along with Joe and Cash. | Mixed | Safe | User Added |
| #Yankees I went to Golds with Cruz in 2010 when he was a Sound. No upper /lower body strength.. Hmm now 40 HR hitter. Won't say the S word. | Mixed | Safe | User Added |
| #Yankees I ain't complaining about the Royals win or lose game7. They showed heart. AL ride or die! No flex zone. They earned it! | Mixed | Safe | User Added |
| #Yankees Damn. Well Joe that move to the bullpen really helped. | Mixed | Safe | User Added |
| #Yankees Damn you DirectTv blackout the Yankee game. With a freaking WALK OFF! You're killing me satellite douche. | Mixed | Safe | User Added |
| #Yankees 6-0. Nine straight hits. Price... Not your night. | Mixed | Safe | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload 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