Issue | #Downvotes for this reason | By |
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keras.engine.sequential.Sequential(batch_normalization_1,dense_1,dropout_1, dense_2)(1) | Automatically created keras flow. |
keras.engine.sequential.Sequential(batch_normalization_1,dense_1,dropout_1,dense_2)(1)_backend | "tensorflow" |
keras.engine.sequential.Sequential(batch_normalization_1,dense_1,dropout_1,dense_2)(1)_class_name | "Sequential" |
keras.engine.sequential.Sequential(batch_normalization_1,dense_1,dropout_1,dense_2)(1)_keras_version | "2.2.4" |
keras.engine.sequential.Sequential(batch_normalization_1,dense_1,dropout_1,dense_2)(1)_layer0_batch_normalization_1 | {"class_name": "BatchNormalization", "config": {"axis": -1, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "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": {}}, "scale": true, "trainable": true}} |
keras.engine.sequential.Sequential(batch_normalization_1,dense_1,dropout_1,dense_2)(1)_layer1_dense_1 | {"class_name": "Dense", "config": {"activation": "relu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "trainable": true, "units": 128, "use_bias": true}} |
keras.engine.sequential.Sequential(batch_normalization_1,dense_1,dropout_1,dense_2)(1)_layer2_dropout_1 | {"class_name": "Dropout", "config": {"noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}} |
keras.engine.sequential.Sequential(batch_normalization_1,dense_1,dropout_1,dense_2)(1)_layer3_dense_2 | {"class_name": "Dense", "config": {"activation": "softmax", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "trainable": true, "units": 10, "use_bias": true}} |
0.9956 ± 0.0005 Per class Cross-validation details (10-fold Crossvalidation)
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0.9525 ± 0.0023 Per class Cross-validation details (10-fold Crossvalidation)
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0.9472 ± 0.0025 Cross-validation details (10-fold Crossvalidation)
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66180.4207 ± 14.5387 Cross-validation details (10-fold Crossvalidation)
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0.0146 ± 0.0006 Cross-validation details (10-fold Crossvalidation)
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0.1799 ± 0 Cross-validation details (10-fold Crossvalidation)
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70000 Per class Cross-validation details (10-fold Crossvalidation) |
0.9525 ± 0.0023 Per class Cross-validation details (10-fold Crossvalidation)
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0.9525 ± 0.0023 Cross-validation details (10-fold Crossvalidation)
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3.3198 Cross-validation details (10-fold Crossvalidation)
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0.9525 ± 0.0023 Per class Cross-validation details (10-fold Crossvalidation)
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0.0813 ± 0.0031 Cross-validation details (10-fold Crossvalidation)
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0.3 ± 0 Cross-validation details (10-fold Crossvalidation)
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0.0859 ± 0.0018 Cross-validation details (10-fold Crossvalidation)
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0.2863 ± 0.0059 Cross-validation details (10-fold Crossvalidation)
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