所有分类算法列表

我有一个分类问题,我想测试所有可用的算法以测试其在解决问题上的性能。如果您知道除下面列出的分类算法以外的任何分类算法,请在此处列出。

GradientBoostingClassifier()

DecisionTreeClassifier()

RandomForestClassifier()

LinearDiscriminantAnalysis()

LogisticRegression()

KNeighborsClassifier()

GaussianNB()

ExtraTreesClassifier()

BaggingClassifier()

非常感谢您的帮助。

回答:

答案未提供分类器的完整列表,因此我在下面列出了它们

from sklearn.tree import ExtraTreeClassifier

from sklearn.tree import DecisionTreeClassifier

from sklearn.svm.classes import OneClassSVM

from sklearn.neural_network.multilayer_perceptron import MLPClassifier

from sklearn.neighbors.classification import RadiusNeighborsClassifier

from sklearn.neighbors.classification import KNeighborsClassifier

from sklearn.multioutput import ClassifierChain

from sklearn.multioutput import MultiOutputClassifier

from sklearn.multiclass import OutputCodeClassifier

from sklearn.multiclass import OneVsOneClassifier

from sklearn.multiclass import OneVsRestClassifier

from sklearn.linear_model.stochastic_gradient import SGDClassifier

from sklearn.linear_model.ridge import RidgeClassifierCV

from sklearn.linear_model.ridge import RidgeClassifier

from sklearn.linear_model.passive_aggressive import PassiveAggressiveClassifier

from sklearn.gaussian_process.gpc import GaussianProcessClassifier

from sklearn.ensemble.voting_classifier import VotingClassifier

from sklearn.ensemble.weight_boosting import AdaBoostClassifier

from sklearn.ensemble.gradient_boosting import GradientBoostingClassifier

from sklearn.ensemble.bagging import BaggingClassifier

from sklearn.ensemble.forest import ExtraTreesClassifier

from sklearn.ensemble.forest import RandomForestClassifier

from sklearn.naive_bayes import BernoulliNB

from sklearn.calibration import CalibratedClassifierCV

from sklearn.naive_bayes import GaussianNB

from sklearn.semi_supervised import LabelPropagation

from sklearn.semi_supervised import LabelSpreading

from sklearn.discriminant_analysis import LinearDiscriminantAnalysis

from sklearn.svm import LinearSVC

from sklearn.linear_model import LogisticRegression

from sklearn.linear_model import LogisticRegressionCV

from sklearn.naive_bayes import MultinomialNB

from sklearn.neighbors import NearestCentroid

from sklearn.svm import NuSVC

from sklearn.linear_model import Perceptron

from sklearn.discriminant_analysis import QuadraticDiscriminantAnalysis

from sklearn.svm import SVC

from sklearn.mixture import DPGMM

from sklearn.mixture import GMM

from sklearn.mixture import GaussianMixture

from sklearn.mixture import VBGMM

以上是 所有分类算法列表 的全部内容, 来源链接: utcz.com/qa/405283.html

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