experiment stability update

experiments/fedot_warm_start/config.yaml → experiments/fedot_warm_start/configs/config.yaml

@@ -1,6 +1,8 @@
 ---
 seed: 42
 tmpdir: '/var/essdata/tmp'
+update_train_test_datasets_split: true
+
 #data_settings:
 n_datasets: null # null for all available datasets
 test_size: 0.25

experiments/fedot_warm_start/config_debug.yaml → experiments/fedot_warm_start/configs/config_debug.yaml

@@ -1,16 +1,19 @@
 ---
 seed: 42
 save_dir_prefix: debug_
+update_train_test_datasets_split: true
 #data_settings:
-n_datasets: 3 # null for all available datasets
-test_size: 0.33
-train_timeout: 1
-test_timeout: 1
+n_datasets: 10 # null for all available datasets
+test_size: 0.4
+train_timeout: 15
+test_timeout: 15
 n_automl_repetitions: 1
 #meta_learning_params:
 n_best_dataset_models_to_memorize: 10
 mf_extractor_params:
-  groups: general
+  # groups: general
+  features:
+    - nr_inst
 assessor_params:
   n_neighbors: 2
 advisor_params:

experiments/fedot_warm_start/fedot_config.yaml → experiments/fedot_warm_start/configs/fedot_config.yaml

@@ -1,7 +1,7 @@
 fedot_params:
   problem: classification
   logging_level: 10
-  n_jobs: -2
+  n_jobs: 1
   show_progress: false
   cache_dir: '/var/essdata/tmp/fedot_cache'
   use_auto_preprocessing: true

experiments/fedot_warm_start/configs_list.yaml → experiments/fedot_warm_start/configs/use_configs.yaml

@@ -1,3 +1,3 @@
-- config_debug.yaml
+- config.yaml
 - evaluation_config.yaml
 - fedot_config.yaml