Mercurial > repos > bgruening > sklearn_train_test_eval

annotate test-data/lgb_class_model.txt @ 8:e03a58b31c12 draft

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 2afb24f3c81d625312186750a714d702363012b5"
author bgruening
date Fri, 02 Oct 2020 08:43:15 +0000
parents bde62c243b7e
children 2eb5c017958d
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
6
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
1 tree
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
2 version=v3
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
3 num_class=1
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
4 num_tree_per_iteration=1
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
5 label_index=0
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
6 max_feature_idx=3
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
7 objective=binary sigmoid:1
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
8 feature_names=Column_0 Column_1 Column_2 Column_3
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
9 feature_infos=none none none none
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
10 tree_sizes=228
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
11
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
12 Tree=0
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
13 num_leaves=1
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
14 num_cat=0
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
15 split_feature=
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
16 split_gain=
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
17 threshold=
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
18 decision_type=
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
19 left_child=
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
20 right_child=
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
21 leaf_value=-0.40546510810816427
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
22 leaf_weight=
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
23 leaf_count=
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
24 internal_value=
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
25 internal_weight=
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
26 internal_count=
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
27 shrinkage=1
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
28
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
29
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
30 end of trees
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
31
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
32 feature importances:
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
33
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
34 parameters:
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
35 [boosting: gbdt]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
36 [objective: binary]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
37 [metric: binary_logloss]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
38 [tree_learner: serial]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
39 [device_type: cpu]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
40 [data: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
41 [valid: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
42 [num_iterations: 100]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
43 [learning_rate: 0.02]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
44 [num_leaves: 32]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
45 [num_threads: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
46 [max_depth: 8]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
47 [min_data_in_leaf: 20]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
48 [min_sum_hessian_in_leaf: 39]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
49 [bagging_fraction: 0.9]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
50 [pos_bagging_fraction: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
51 [neg_bagging_fraction: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
52 [bagging_freq: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
53 [bagging_seed: 18467]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
54 [feature_fraction: 0.9]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
55 [feature_fraction_bynode: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
56 [feature_fraction_seed: 26500]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
57 [early_stopping_round: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
58 [first_metric_only: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
59 [max_delta_step: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
60 [lambda_l1: 0.04]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
61 [lambda_l2: 0.07]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
62 [min_gain_to_split: 0.02]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
63 [drop_rate: 0.1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
64 [max_drop: 50]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
65 [skip_drop: 0.5]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
66 [xgboost_dart_mode: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
67 [uniform_drop: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
68 [drop_seed: 6334]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
69 [top_rate: 0.2]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
70 [other_rate: 0.1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
71 [min_data_per_group: 100]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
72 [max_cat_threshold: 32]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
73 [cat_l2: 10]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
74 [cat_smooth: 10]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
75 [max_cat_to_onehot: 4]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
76 [top_k: 20]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
77 [monotone_constraints: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
78 [feature_contri: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
79 [forcedsplits_filename: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
80 [forcedbins_filename: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
81 [refit_decay_rate: 0.9]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
82 [cegb_tradeoff: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
83 [cegb_penalty_split: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
84 [cegb_penalty_feature_lazy: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
85 [cegb_penalty_feature_coupled: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
86 [verbosity: -1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
87 [max_bin: 255]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
88 [max_bin_by_feature: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
89 [min_data_in_bin: 3]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
90 [bin_construct_sample_cnt: 200000]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
91 [histogram_pool_size: -1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
92 [data_random_seed: 41]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
93 [output_model: LightGBM_model.txt]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
94 [snapshot_freq: -1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
95 [input_model: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
96 [output_result: LightGBM_predict_result.txt]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
97 [initscore_filename: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
98 [valid_data_initscores: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
99 [pre_partition: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
100 [enable_bundle: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
101 [max_conflict_rate: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
102 [is_enable_sparse: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
103 [sparse_threshold: 0.8]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
104 [use_missing: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
105 [zero_as_missing: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
106 [two_round: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
107 [save_binary: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
108 [header: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
109 [label_column: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
110 [weight_column: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
111 [group_column: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
112 [ignore_column: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
113 [categorical_feature: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
114 [predict_raw_score: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
115 [predict_leaf_index: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
116 [predict_contrib: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
117 [num_iteration_predict: -1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
118 [pred_early_stop: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
119 [pred_early_stop_freq: 10]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
120 [pred_early_stop_margin: 10]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
121 [convert_model_language: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
122 [convert_model: gbdt_prediction.cpp]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
123 [num_class: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
124 [is_unbalance: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
125 [scale_pos_weight: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
126 [sigmoid: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
127 [boost_from_average: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
128 [reg_sqrt: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
129 [alpha: 0.9]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
130 [fair_c: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
131 [poisson_max_delta_step: 0.7]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
132 [tweedie_variance_power: 1.5]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
133 [max_position: 20]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
134 [lambdamart_norm: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
135 [label_gain: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
136 [metric_freq: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
137 [is_provide_training_metric: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
138 [eval_at: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
139 [multi_error_top_k: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
140 [num_machines: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
141 [local_listen_port: 12400]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
142 [time_out: 120]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
143 [machine_list_filename: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
144 [machines: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
145 [gpu_platform_id: -1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
146 [gpu_device_id: -1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
147 [gpu_use_dp: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
148
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
149 end of parameters
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
150
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
151 pandas_categorical:null