9905820
6892
Scikit-learn Bot
34536
Supervised Classification
8834
sklearn.pipeline.Pipeline(columntransformer=sklearn.compose._column_transformer.ColumnTransformer(numeric=sklearn.pipeline.Pipeline(imputer=sklearn.preprocessing.imputation.Imputer,standardscaler=sklearn.preprocessing.data.StandardScaler),nominal=sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute.SimpleImputer,onehotencoder=sklearn.preprocessing._encoders.OneHotEncoder)),variancethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,gradientboostingclassifier=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier)(1)
7835213
Associated dataset does not have quality (default evaluation engine): NumberOfInstances
memory
null
8834
n_jobs
null
8835
remainder
"passthrough"
8835
sparse_threshold
0.3
8835
transformer_weights
null
8835
memory
null
8836
axis
0
8837
copy
true
8837
missing_values
"NaN"
8837
strategy
"median"
8837
verbose
0
8837
copy
true
8838
with_mean
true
8838
with_std
true
8838
memory
null
8839
copy
true
8840
fill_value
-1
8840
missing_values
NaN
8840
strategy
"constant"
8840
verbose
0
8840
categorical_features
null
8841
categories
null
8841
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
8841
handle_unknown
"ignore"
8841
n_values
null
8841
sparse
true
8841
threshold
0.0
8842
criterion
"mae"
8843
init
null
8843
learning_rate
0.01699628995455649
8843
loss
"deviance"
8843
max_depth
9
8843
max_features
0.983149774286506
8843
max_leaf_nodes
null
8843
min_impurity_decrease
0.8725224958930899
8843
min_impurity_split
null
8843
min_samples_leaf
18
8843
min_samples_split
17
8843
min_weight_fraction_leaf
0.21253181001342575
8843
n_estimators
122
8843
n_iter_no_change
35
8843
presort
"auto"
8843
random_state
19342
8843
subsample
0.654807305531319
8843
tol
7.128202904077585e-05
8843
validation_fraction
0.336804452283193
8843
verbose
0
8843
warm_start
false
8843
openml-python
Sklearn_0.20.1.
1176
Internet-Advertisements
https://www.openml.org/data/download/116567/phpCzcrGG
-1
20732096
description
https://api.openml.org/data/download/20732096/description.xml
-1
20732097
predictions
https://api.openml.org/data/download/20732097/predictions.arff