Update README.md

README.md

@@ -1,3 +1,9 @@
+---
+tags:
+- autogluon
+- tabular
+- classification
+---
 license: mit
 language:
   - en
@@ -9,4 +15,22 @@ datasets:
 metrics:
   - accuracy
   - f1
-library_name: autogluon
+library_name: autogluon
+
+Model Details:
+-This model was trained using AutoGluon's best_quality preset,
+ which automatically selects the best of various models to maximize accuracy
+
+Training Data
+-This model was trained on the ecopus/pokemon_cards dataset.
+
+Evaluation Data
+-This model was evaluated on the test split of the augmented data (df_synth_test)
+ and original data (df_orig) from ecopus/pokemon_cards.
+
+Performance
+-On the augmented test set, both the accuracy and weighted F1 were 1.0000.
+-On the original data, the accuracy was 0.8235 and the weighted F1 was 0.8135
+
+Usage
+-This model can be loaded and used with AutoGluon and the huggingface_hub library.