Issue | #Downvotes for this reason | By |
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tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1) | Automatically created tensorflow flow. |
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_backend | "tensorflow" |
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_class_name | "Sequential" |
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_config | {"name": "sequential"} |
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_layer0_batch_normalization | {"class_name": "BatchNormalization", "config": {"axis": -1, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "dtype": "float32", "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "momentum": 0.99, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "name": "batch_normalization", "scale": true, "trainable": true}} |
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_layer1_dense | {"class_name": "Dense", "config": {"activation": "relu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "name": "dense", "trainable": true, "units": 1024, "use_bias": true}} |
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_layer2_dropout | {"class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}} |
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_layer3_dense_1 | {"class_name": "Dense", "config": {"activation": "softmax", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "name": "dense_1", "trainable": true, "units": 2, "use_bias": true}} |
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_optimizer | {"loss": "sparse_categorical_crossentropy", "metrics": [], "optimizer_config": {"class_name": "Adam", "config": {"amsgrad": false, "beta_1": 0.9, "beta_2": 0.999, "decay": 0.0, "epsilon": 1e-07, "learning_rate": 0.001, "name": "Adam"}}, "weighted_metrics": []} |
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_tensorflow_version | "2.2.0" |
0.7644 ± 0.0486 Per class Cross-validation details (10-fold Crossvalidation)
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0.6626 ± 0.0421 Per class Cross-validation details (10-fold Crossvalidation)
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0.1707 ± 0.0927 Cross-validation details (10-fold Crossvalidation)
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0.2724 ± 0.0197 Cross-validation details (10-fold Crossvalidation)
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0.2912 ± 0.0078 Cross-validation details (10-fold Crossvalidation)
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0.4202 Cross-validation details (10-fold Crossvalidation)
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0.728 ± 0.0199 Cross-validation details (10-fold Crossvalidation)
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1000 Per class Cross-validation details (10-fold Crossvalidation) |
0.7211 ± 0.0592 Per class Cross-validation details (10-fold Crossvalidation)
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0.728 ± 0.0199 Cross-validation details (10-fold Crossvalidation)
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0.8813 Cross-validation details (10-fold Crossvalidation)
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0.693 ± 0.0186 Cross-validation details (10-fold Crossvalidation)
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0.4583 Cross-validation details (10-fold Crossvalidation)
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0.4506 ± 0.0184 Cross-validation details (10-fold Crossvalidation)
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0.9833 ± 0.0402 Cross-validation details (10-fold Crossvalidation)
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0.5667 ± 0.0395 Cross-validation details (10-fold Crossvalidation)
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