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VotingRegressor — scikit-learn 1.7.1 documentation
weights = None , n_jobs = None , verbose = False ) [source]...n_estimators = 10 , random_state = 1 ) >>> r3 = KNeighborsRegressor...scikit-learn.org/stable/modules/generated/sklearn.ensemble.VotingRegressor.html -
fetch_covtype — scikit-learn 1.7.1 documentation
data_home = None , download_if_missing = True , random_state = None..., shuffle = False , return_X_y = False , as_frame = False , n_retries...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_covtype.html -
FeatureHasher — scikit-learn 1.7.1 documentation
n_features=1048576 , * , input_type='dict' , dtype=<class 'numpy.float64'>...FeatureHasher >>> h = FeatureHasher ( n_features = 10 ) >>> D = [{ 'dog'...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.FeatureHasher.html -
KNNImputer — scikit-learn 1.7.1 documentation
missing_values = nan , n_neighbors = 5 , weights = 'uniform' , metric...metric = 'nan_euclidean' , copy = True , add_indicator = False...scikit-learn.org/stable/modules/generated/sklearn.impute.KNNImputer.html -
StandardScaler — scikit-learn 1.7.1 documentation
copy = True , with_mean = True , with_std = True ) [source]...to None when with_mean=False and with_std=False . var_ ndarray...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html -
load_svmlight_file — scikit-learn 1.7.1 documen...
zero_based='auto' , query_id=False , offset=0 , length=-1 ) [source]...n_features=None , dtype=<class 'numpy.float64'> , multilabel=False...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_svmlight_file.html -
Semi-supervised Classification on a Text Datase...
sdg_params = dict ( alpha = 1e-5 , penalty = "l2" , loss = "log_loss"...data = fetch_20newsgroups ( subset = "train" , categories = [ "alt.atheism"...scikit-learn.org/stable/auto_examples/semi_supervised/plot_semi_supervised_newsgroups.html -
1.17. Neural network models (supervised) — scik...
>>> clf = MLPClassifier ( solver = 'lbfgs' , alpha = 1e-5 , ......MLPClassifier(alpha=1e-05, hidden_layer_sizes=(5, 2), random_state=1, solver='lbfgs')...scikit-learn.org/stable/modules/neural_networks_supervised.html -
d2_tweedie_score — scikit-learn 1.7.1 documenta...
sample_weight = None , power = 0 ) [source] # \(D^2\)...(n_samples,), default=None Sample weights. power float, default=0 Tweedie...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_tweedie_score.html -
区分値のグルーピング (GroupingMap) | DBFlute
MemberStatus = list: { ; map: { ; topComment=会員ステータス; codeType=String...groupingMap = map: { ; serviceAvailable = map: { ; groupComment = サービスが利用できる会員...dbflute.seasar.org/ja/manual/function/genbafit/implfit/classification/groupingmap.html