Issue | #Downvotes for this reason | By |
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keras.engine.sequential.Sequential.3004bddd(3) | Automatically created keras flow. |
keras.engine.sequential.Sequential.3004bddd(3)_backend | "tensorflow" |
keras.engine.sequential.Sequential.3004bddd(3)_class_name | "Sequential" |
keras.engine.sequential.Sequential.3004bddd(3)_config | {"name": "sequential_1"} |
keras.engine.sequential.Sequential.3004bddd(3)_keras_version | "2.2.4" |
keras.engine.sequential.Sequential.3004bddd(3)_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": {}}, "name": "batch_normalization_1", "scale": true, "trainable": true}} |
keras.engine.sequential.Sequential.3004bddd(3)_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, "name": "dense_1", "trainable": true, "units": 1024, "use_bias": true}} |
keras.engine.sequential.Sequential.3004bddd(3)_layer2_dropout_1 | {"class_name": "Dropout", "config": {"name": "dropout_1", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}} |
keras.engine.sequential.Sequential.3004bddd(3)_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, "name": "dense_2", "trainable": true, "units": 2, "use_bias": true}} |
keras.engine.sequential.Sequential.3004bddd(3)_optimizer | {"loss": "sparse_categorical_crossentropy", "loss_weights": null, "metrics": ["accuracy"], "optimizer_config": {"class_name": "Adam", "config": {"amsgrad": false, "beta_1": 0.8999999761581421, "beta_2": 0.9990000128746033, "decay": 0.0, "epsilon": 1e-07, "lr": 0.0010000000474974513}}, "sample_weight_mode": null, "weighted_metrics": null} |
0.7801 ± 0.0511 Per class Cross-validation details (10-fold Crossvalidation)
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0.7467 ± 0.0374 Per class Cross-validation details (10-fold Crossvalidation)
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0.3838 ± 0.0922 Cross-validation details (10-fold Crossvalidation)
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0.2423 ± 0.0546 Cross-validation details (10-fold Crossvalidation)
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0.3113 ± 0.0188 Cross-validation details (10-fold Crossvalidation)
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0.4202 Cross-validation details (10-fold Crossvalidation)
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0.754 ± 0.036 Cross-validation details (10-fold Crossvalidation)
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1000 Per class Cross-validation details (10-fold Crossvalidation) |
0.744 ± 0.0372 Per class Cross-validation details (10-fold Crossvalidation)
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0.754 ± 0.036 Cross-validation details (10-fold Crossvalidation)
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0.8813 Cross-validation details (10-fold Crossvalidation)
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0.7409 ± 0.0447 Cross-validation details (10-fold Crossvalidation)
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0.4583 Cross-validation details (10-fold Crossvalidation)
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0.4102 ± 0.0219 Cross-validation details (10-fold Crossvalidation)
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0.8951 ± 0.0477 Cross-validation details (10-fold Crossvalidation)
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0.6824 ± 0.0488 Cross-validation details (10-fold Crossvalidation)
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