Issue | #Downvotes for this reason | By |
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keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1) | Automatically created keras flow. |
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_backend | "tensorflow" |
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer00_batch_normalization_2 | {"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": {}}, "name": "batch_normalization_2", "scale": true, "trainable": true}} |
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer01_dense_8 | {"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, "name": "dense_8", "trainable": true, "units": 1024, "use_bias": true}} |
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer02_dropout_7 | {"class_name": "Dropout", "config": {"name": "dropout_7", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}} |
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer03_dense_9 | {"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, "name": "dense_9", "trainable": true, "units": 1024, "use_bias": true}} |
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer04_dropout_8 | {"class_name": "Dropout", "config": {"name": "dropout_8", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}} |
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer05_dense_10 | {"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, "name": "dense_10", "trainable": true, "units": 1024, "use_bias": true}} |
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer06_dropout_9 | {"class_name": "Dropout", "config": {"name": "dropout_9", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}} |
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer07_dense_11 | {"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, "name": "dense_11", "trainable": true, "units": 1024, "use_bias": true}} |
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer08_dropout_10 | {"class_name": "Dropout", "config": {"name": "dropout_10", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}} |
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer09_dense_12 | {"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, "name": "dense_12", "trainable": true, "units": 1024, "use_bias": true}} |
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer10_dropout_11 | {"class_name": "Dropout", "config": {"name": "dropout_11", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}} |
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer11_dense_13 | {"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, "name": "dense_13", "trainable": true, "units": 1024, "use_bias": true}} |
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer12_dropout_12 | {"class_name": "Dropout", "config": {"name": "dropout_12", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}} |
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer13_dense_14 | {"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, "name": "dense_14", "trainable": true, "units": 2, "use_bias": true}} |
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_name | "sequential_2" |
0.8927 ± 0.1537 Per class Cross-validation details (10-fold Crossvalidation)
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0.9631 ± 0.0142 Per class Cross-validation details (10-fold Crossvalidation)
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0.5946 ± 0.3216 Cross-validation details (10-fold Crossvalidation)
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1728.6773 ± 222.5378 Cross-validation details (10-fold Crossvalidation)
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0.047 ± 0.0176 Cross-validation details (10-fold Crossvalidation)
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0.1022 ± 0.0006 Cross-validation details (10-fold Crossvalidation)
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4839 Per class Cross-validation details (10-fold Crossvalidation) |
0.9659 ± 0.009 Per class Cross-validation details (10-fold Crossvalidation)
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0.968 ± 0.0142 Cross-validation details (10-fold Crossvalidation)
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0.3037 Cross-validation details (10-fold Crossvalidation)
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0.968 ± 0.0142 Per class Cross-validation details (10-fold Crossvalidation)
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0.4598 ± 0.173 Cross-validation details (10-fold Crossvalidation)
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0.2259 ± 0.0013 Cross-validation details (10-fold Crossvalidation)
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0.1626 ± 0.0305 Cross-validation details (10-fold Crossvalidation)
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0.7198 ± 0.1368 Cross-validation details (10-fold Crossvalidation)
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