FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches
https://doi.org/10.1109/TVCG.2022.3141040
You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
1 lines
1.3 KiB
1 lines
1.3 KiB
{"duration": 10.098360776901245, "input_args": {"Data": " F1 F2 F3 F4 F5 F6 F7 F8\n0 72 50 33.6 6 35 0.627 0 148\n1 64 32 23.3 8 0 0.672 0 183\n2 40 33 43.1 0 35 2.288 168 137\n3 50 26 31.0 3 32 0.248 88 78\n4 70 53 30.5 2 45 0.158 543 197\n.. .. .. ... .. .. ... ... ...\n763 62 33 22.5 9 0 0.142 0 89\n764 76 63 32.9 10 48 0.171 180 101\n765 70 27 36.8 2 27 0.340 0 122\n766 72 30 26.2 5 23 0.245 112 121\n767 70 23 30.4 1 31 0.315 0 93\n\n[768 rows x 8 columns]", "clf": "XGBClassifier(base_score=0.5, booster='gbtree', colsample_bylevel=1,\n colsample_bynode=1, colsample_bytree=1, eta=0.3, gamma=0,\n gpu_id=-1, importance_type='gain', interaction_constraints='',\n learning_rate=0.300000012, max_delta_step=0, max_depth=10,\n min_child_weight=1, missing=nan, monotone_constraints='()',\n n_estimators=15, n_jobs=12, num_parallel_tree=1, probability=True,\n random_state=42, reg_alpha=0, reg_lambda=1, scale_pos_weight=1,\n silent=True, subsample=1, tree_method='exact',\n use_label_encoder=False, validate_parameters=1, verbosity=0)"}} |