ccm

/

2025-24679-tabular-autolguon-predictor

like 0

• "autogluon.features.generators.auto_ml_pipeline.AutoMLPipelineFeatureGenerator",
• "autogluon.tabular.models.rf.rf_model.RFModel",
• "autogluon.tabular.models.tabular_nn.torch.tabular_nn_torch.TabularNeuralNetTorchModel",
• "autogluon.tabular.models.xt.xt_model.XTModel",
• "collections.defaultdict",
• "autogluon.features.generators.identity.IdentityFeatureGenerator",
• "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
• "autogluon.tabular.learner.default_learner.DefaultLearner",
• "autogluon.tabular.models.fastainn.tabular_nn_fastai.NNFastAiTabularModel",
• "networkx.classes.digraph.DiGraph",
• "sklearn.metrics._classification.accuracy_score",
• "autogluon.features.generators.drop_unique.DropUniqueFeatureGenerator",
• "autogluon.features.generators.astype.AsTypeFeatureGenerator",
• "autogluon.tabular.predictor.predictor.TabularPredictor",
• "autogluon.tabular.models.lgb.lgb_model.LGBModel",
• "numpy._core.multiarray.scalar",
• "builtins.list",
• "numpy._core.numeric._frombuffer",
• "autogluon.core.models.ensemble.weighted_ensemble_model.WeightedEnsembleModel",
• "autogluon.core.data.label_cleaner.LabelCleanerBinary",
• "autogluon.core.data.cleaner.CleanerDummy",
• "autogluon.tabular.models.xgboost.xgboost_model.XGBoostModel",
• "autogluon.features.generators.fillna.FillNaFeatureGenerator",
• "autogluon.core.metrics._ClassScorer",
• "autogluon.core.models.greedy_ensemble.greedy_weighted_ensemble_model.GreedyWeightedEnsembleModel",
• "autogluon.common.features.feature_metadata.FeatureMetadata",
• "autogluon.features.generators.drop_duplicates.DropDuplicatesFeatureGenerator",
• "numpy.dtype",
• "autogluon.tabular.trainer.auto_trainer.AutoTrainer",
• "networkx.classes.reportviews.NodeView"

How to fix it?

• "autogluon.tabular.learner.default_learner.DefaultLearner",
• "autogluon.features.generators.astype.AsTypeFeatureGenerator",
• "autogluon.common.features.feature_metadata.FeatureMetadata",
• "autogluon.features.generators.identity.IdentityFeatureGenerator",
• "autogluon.core.data.cleaner.CleanerDummy",
• "autogluon.core.metrics._ClassScorer",
• "numpy._core.multiarray.scalar",
• "autogluon.core.data.label_cleaner.LabelCleanerBinary",
• "autogluon.features.generators.fillna.FillNaFeatureGenerator",
• "autogluon.features.generators.drop_duplicates.DropDuplicatesFeatureGenerator",
• "numpy.dtype",
• "autogluon.features.generators.auto_ml_pipeline.AutoMLPipelineFeatureGenerator",
• "numpy._core.multiarray._reconstruct",
• "sklearn.metrics._classification.accuracy_score",
• "collections.defaultdict",
• "builtins.list",
• "numpy.ndarray",
• "autogluon.tabular.trainer.auto_trainer.AutoTrainer",
• "autogluon.features.generators.drop_unique.DropUniqueFeatureGenerator",
• "numpy.dtype",
• "numpy._core.multiarray.scalar",
• "autogluon.tabular.predictor.predictor.TabularPredictor",
• "autogluon.tabular.learner.default_learner.DefaultLearner",
• "autogluon.common.features.feature_metadata.FeatureMetadata",
• "autogluon.tabular.models.fastainn.tabular_nn_fastai.NNFastAiTabularModel",
• "autogluon.core.metrics._ClassScorer",
• "autogluon.core.models.ensemble.weighted_ensemble_model.WeightedEnsembleModel",
• "autogluon.tabular.models.rf.rf_model.RFModel",
• "numpy._core.multiarray.scalar",
• "networkx.classes.reportviews.NodeView",
• "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
• "numpy.dtype",
• "autogluon.tabular.models.xgboost.xgboost_model.XGBoostModel",
• "autogluon.tabular.models.lgb.lgb_model.LGBModel",
• "networkx.classes.digraph.DiGraph",
• "sklearn.metrics._classification.accuracy_score",
• "autogluon.tabular.models.xt.xt_model.XTModel",
• "collections.defaultdict",
• "builtins.list",
• "autogluon.core.models.greedy_ensemble.greedy_weighted_ensemble_model.GreedyWeightedEnsembleModel",
• "autogluon.tabular.models.tabular_nn.torch.tabular_nn_torch.TabularNeuralNetTorchModel",
• "autogluon.tabular.trainer.auto_trainer.AutoTrainer",
• "autogluon.tabular.models.xgboost.xgboost_model.XGBoostModel",
• "collections.defaultdict",
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• "sklearn.metrics._classification.accuracy_score",
• "autogluon.common.features.feature_metadata.FeatureMetadata",
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• "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
• "autogluon.core.utils.utils.CVSplitter",
• "sklearn.model_selection._split.StratifiedKFold",
• "autogluon.core.metrics._ClassScorer",
• "autogluon.tabular.models.xgboost.xgboost_model.XGBoostModel",
• "collections.defaultdict",
• "builtins.list",
• "autogluon.common.features.feature_metadata.FeatureMetadata",
• "xgboost.sklearn.XGBClassifier",
• "sklearn.metrics._classification.accuracy_score",
• "autogluon.core.metrics._ClassScorer",
• "autogluon.tabular.models.xgboost.xgboost_model.XGBoostModel",
• "collections.defaultdict",
• "builtins.list",
• "autogluon.common.features.feature_metadata.FeatureMetadata",
• "xgboost.sklearn.XGBClassifier",
• "sklearn.metrics._classification.accuracy_score",
• "autogluon.core.metrics._ClassScorer",
• "autogluon.tabular.models.xgboost.xgboost_model.XGBoostModel",
• "collections.defaultdict",
• "builtins.list",
• "autogluon.common.features.feature_metadata.FeatureMetadata",
• "xgboost.sklearn.XGBClassifier",
• "sklearn.metrics._classification.accuracy_score",
• "autogluon.core.metrics._ClassScorer",
• "autogluon.tabular.models.xgboost.xgboost_model.XGBoostModel",
• "collections.defaultdict",
• "builtins.list",
• "autogluon.common.features.feature_metadata.FeatureMetadata",
• "xgboost.sklearn.XGBClassifier",
• "sklearn.metrics._classification.accuracy_score",
• "autogluon.core.metrics._ClassScorer",
• "autogluon.tabular.models.xgboost.xgboost_model.XGBoostModel",
• "collections.defaultdict",
• "builtins.list",
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• "autogluon.core.metrics._ClassScorer",
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• "collections.defaultdict",
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• "autogluon.common.features.feature_metadata.FeatureMetadata",
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• "sklearn.metrics._classification.accuracy_score",
• "autogluon.core.metrics._ClassScorer",
• "autogluon.tabular.models.xgboost.xgboost_model.XGBoostModel",
• "collections.defaultdict",
• "builtins.list",
• "autogluon.common.features.feature_metadata.FeatureMetadata",
• "xgboost.sklearn.XGBClassifier",
• "sklearn.metrics._classification.accuracy_score",
• "autogluon.core.metrics._ClassScorer",
• "autogluon.tabular.models.xgboost.xgboost_model.XGBoostModel",
• "sklearn.metrics._classification.accuracy_score",
• "autogluon.core.metrics._ClassScorer",
• "numpy.dtype",
• "numpy.ndarray",
• "numpy._core.multiarray._reconstruct",
• "autogluon.tabular.models.xgboost.xgboost_model.XGBoostModel",
• "collections.defaultdict",
• "builtins.list",
• "autogluon.common.features.feature_metadata.FeatureMetadata",
• "xgboost.sklearn.XGBClassifier",
• "sklearn.metrics._classification.accuracy_score",
• "autogluon.core.metrics._ClassScorer",
• "collections.defaultdict",
• "builtins.list",
• "sklearn.metrics._classification.accuracy_score",
• "autogluon.common.features.feature_metadata.FeatureMetadata",
• "sklearn.model_selection._split.RepeatedStratifiedKFold",
• "autogluon.tabular.models.tabular_nn.torch.tabular_nn_torch.TabularNeuralNetTorchModel",
• "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
• "autogluon.core.utils.utils.CVSplitter",
• "sklearn.model_selection._split.StratifiedKFold",
• "autogluon.core.metrics._ClassScorer",
• "torch.nn.modules.batchnorm.BatchNorm1d",
• "torch.nn.modules.linear.Linear",
• "autogluon.common.features.feature_metadata.FeatureMetadata",
• "torch._utils._rebuild_parameter",
• "collections.OrderedDict",
• "autogluon.core.metrics._ClassScorer",
• "numpy._core.multiarray.scalar",
• "sklearn.impute._base.SimpleImputer",
• "builtins.slice",
• "torch.nn.modules.container.Sequential",
• "sklearn.preprocessing._data.StandardScaler",
• "torch.device",
• "numpy.dtype",
• "sklearn.preprocessing._data.QuantileTransformer",
• "torch.nn.modules.activation.Softmax",
• "torch._utils._rebuild_tensor_v2",
• "torch.nn.modules.activation.ELU",
• "autogluon.tabular.models.tabular_nn.compilers.native.AbstractNativeCompiler",
• "sklearn.pipeline.Pipeline",
• "autogluon.tabular.models.tabular_nn.torch.torch_network_modules.EmbedNet",
• "numpy._core.multiarray._reconstruct",
• "sklearn.metrics._classification.accuracy_score",
• "torch.storage._load_from_bytes",
• "collections.defaultdict",
• "builtins.list",
• "numpy.ndarray",
• "autogluon.tabular.models.tabular_nn.torch.tabular_nn_torch.TabularNeuralNetTorchModel",
• "sklearn.compose._column_transformer.ColumnTransformer",
• "torch.nn.modules.dropout.Dropout",
• "torch.nn.modules.batchnorm.BatchNorm1d",
• "torch.nn.modules.linear.Linear",
• "autogluon.common.features.feature_metadata.FeatureMetadata",
• "torch._utils._rebuild_parameter",
• "collections.OrderedDict",
• "autogluon.core.metrics._ClassScorer",
• "numpy._core.multiarray.scalar",
• "sklearn.impute._base.SimpleImputer",
• "builtins.slice",
• "torch.nn.modules.container.Sequential",
• "sklearn.preprocessing._data.StandardScaler",
• "torch.device",
• "numpy.dtype",
• "sklearn.preprocessing._data.QuantileTransformer",
• "torch.nn.modules.activation.Softmax",
• "torch._utils._rebuild_tensor_v2",
• "torch.nn.modules.activation.ELU",
• "autogluon.tabular.models.tabular_nn.compilers.native.AbstractNativeCompiler",
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• "numpy._core.multiarray._reconstruct",
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• "sklearn.compose._column_transformer.ColumnTransformer",
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• "numpy._core.multiarray.scalar",
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• "torch._utils._rebuild_tensor_v2",
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