Update README.md
Browse files
README.md
CHANGED
|
@@ -16,10 +16,7 @@ configs:
|
|
| 16 |
data_files:
|
| 17 |
- split: train
|
| 18 |
path: Baseline/*_train.parquet
|
| 19 |
-
# path: Baseline/*/*_train.parquet
|
| 20 |
-
|
| 21 |
- split: test
|
| 22 |
-
# path: Baseline/*/*_test.parquet
|
| 23 |
path: Baseline/*_test.parquet
|
| 24 |
description: Default configuration using VarianceThreshold=0.001 with 4,561 features.
|
| 25 |
# features:
|
|
@@ -34,24 +31,24 @@ configs:
|
|
| 34 |
# - name: year_month
|
| 35 |
# dtype: object
|
| 36 |
|
| 37 |
-
- config_name: var_thresh_0.0001
|
| 38 |
-
|
| 39 |
-
|
| 40 |
-
|
| 41 |
-
# path: var_thresh_0.0001/*/*_train.parquet
|
| 42 |
-
|
| 43 |
-
|
| 44 |
-
|
| 45 |
-
|
| 46 |
-
|
| 47 |
-
- config_name: var_thresh_0.01
|
| 48 |
-
|
| 49 |
-
|
| 50 |
-
|
| 51 |
-
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
| 55 |
language:
|
| 56 |
- en
|
| 57 |
pretty_name: LAMDA
|
|
|
|
| 16 |
data_files:
|
| 17 |
- split: train
|
| 18 |
path: Baseline/*_train.parquet
|
|
|
|
|
|
|
| 19 |
- split: test
|
|
|
|
| 20 |
path: Baseline/*_test.parquet
|
| 21 |
description: Default configuration using VarianceThreshold=0.001 with 4,561 features.
|
| 22 |
# features:
|
|
|
|
| 31 |
# - name: year_month
|
| 32 |
# dtype: object
|
| 33 |
|
| 34 |
+
# - config_name: var_thresh_0.0001
|
| 35 |
+
# data_files:
|
| 36 |
+
# - split: train
|
| 37 |
+
# path: var_thresh_0.0001/*_train.parquet
|
| 38 |
+
# # path: var_thresh_0.0001/*/*_train.parquet
|
| 39 |
+
|
| 40 |
+
# - split: test
|
| 41 |
+
# path: var_thresh_0.0001/*_test.parquet
|
| 42 |
+
# description: Less aggressive feature filtering with VarianceThreshold=0.0001 (more
|
| 43 |
+
# features retained).
|
| 44 |
+
# - config_name: var_thresh_0.01
|
| 45 |
+
# data_files:
|
| 46 |
+
# - split: train
|
| 47 |
+
# path: var_thresh_0.01/*_train.parquet
|
| 48 |
+
# - split: test
|
| 49 |
+
# path: var_thresh_0.01/*_test.parquet
|
| 50 |
+
# description: More aggressive feature selection using VarianceThreshold=0.01 (fewer
|
| 51 |
+
# features retained).
|
| 52 |
language:
|
| 53 |
- en
|
| 54 |
pretty_name: LAMDA
|