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Task 362069 (Supervised Classification) IndoorScenes Uploaded 29-03-2024 by Joaquin Vanschoren
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  • openml-python tensorflow_2.15.0.
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tensorflow.keras.src.engine.functional.Functional.883e3a78(1)Automatically created tensorflow flow.
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tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer113_block_12_project{"build_config": {"input_shape": [null, 8, 8, 576]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block_12_depthwise_relu", 0, 0, {}]]], "module": "keras.layers", "name": "block_12_project", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer114_block_12_project_BN{"build_config": {"input_shape": [null, 8, 8, 96]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block_12_project", 0, 0, {}]]], "module": "keras.layers", "name": "block_12_project_BN", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer115_block_12_add{"build_config": {"input_shape": [[null, 8, 8, 96], [null, 8, 8, 96]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block_12_add", "trainable": true}, "inbound_nodes": [[["block_11_add", 0, 0, {}], ["block_12_project_BN", 0, 0, {}]]], "module": "keras.layers", "name": "block_12_add", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer116_block_13_expand{"build_config": {"input_shape": [null, 8, 8, 96]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block_12_add", 0, 0, {}]]], "module": "keras.layers", "name": "block_13_expand", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer117_block_13_expand_BN{"build_config": {"input_shape": [null, 8, 8, 576]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block_13_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block_13_expand_BN", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer118_block_13_expand_relu{"build_config": {"input_shape": [null, 8, 8, 576]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": 6.0, "name": "block_13_expand_relu", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["block_13_expand_BN", 0, 0, {}]]], "module": "keras.layers", "name": "block_13_expand_relu", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer119_block_13_pad{"build_config": {"input_shape": [null, 8, 8, 576]}, "class_name": "ZeroPadding2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "block_13_pad", "padding": [[0, 1], [0, 1]], "trainable": true}, "inbound_nodes": [[["block_13_expand_relu", 0, 0, {}]]], "module": "keras.layers", "name": "block_13_pad", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer120_block_13_depthwise{"build_config": {"input_shape": [null, 9, 9, 576]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block_13_pad", 0, 0, {}]]], "module": "keras.layers", "name": "block_13_depthwise", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer121_block_13_depthwise_BN{"build_config": {"input_shape": [null, 4, 4, 576]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block_13_depthwise", 0, 0, {}]]], "module": "keras.layers", "name": "block_13_depthwise_BN", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer122_block_13_depthwise_relu{"build_config": {"input_shape": [null, 4, 4, 576]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": 6.0, "name": "block_13_depthwise_relu", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["block_13_depthwise_BN", 0, 0, {}]]], "module": "keras.layers", "name": "block_13_depthwise_relu", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer123_block_13_project{"build_config": {"input_shape": [null, 4, 4, 576]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block_13_depthwise_relu", 0, 0, {}]]], "module": "keras.layers", "name": "block_13_project", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer124_block_13_project_BN{"build_config": {"input_shape": [null, 4, 4, 160]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block_13_project", 0, 0, {}]]], "module": "keras.layers", "name": "block_13_project_BN", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer125_block_14_expand{"build_config": {"input_shape": [null, 4, 4, 160]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block_13_project_BN", 0, 0, {}]]], "module": "keras.layers", "name": "block_14_expand", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer126_block_14_expand_BN{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block_14_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block_14_expand_BN", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer127_block_14_expand_relu{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": 6.0, "name": "block_14_expand_relu", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["block_14_expand_BN", 0, 0, {}]]], "module": "keras.layers", "name": "block_14_expand_relu", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer128_block_14_depthwise{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block_14_expand_relu", 0, 0, {}]]], "module": "keras.layers", "name": "block_14_depthwise", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer129_block_14_depthwise_BN{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block_14_depthwise", 0, 0, {}]]], "module": "keras.layers", "name": "block_14_depthwise_BN", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer130_block_14_depthwise_relu{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": 6.0, "name": "block_14_depthwise_relu", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["block_14_depthwise_BN", 0, 0, {}]]], "module": "keras.layers", "name": "block_14_depthwise_relu", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer131_block_14_project{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block_14_depthwise_relu", 0, 0, {}]]], "module": "keras.layers", "name": "block_14_project", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer132_block_14_project_BN{"build_config": {"input_shape": [null, 4, 4, 160]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block_14_project", 0, 0, {}]]], "module": "keras.layers", "name": "block_14_project_BN", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer133_block_14_add{"build_config": {"input_shape": [[null, 4, 4, 160], [null, 4, 4, 160]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block_14_add", "trainable": true}, "inbound_nodes": [[["block_13_project_BN", 0, 0, {}], ["block_14_project_BN", 0, 0, {}]]], "module": "keras.layers", "name": "block_14_add", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer134_block_15_expand{"build_config": {"input_shape": [null, 4, 4, 160]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block_14_add", 0, 0, {}]]], "module": "keras.layers", "name": "block_15_expand", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer135_block_15_expand_BN{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block_15_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block_15_expand_BN", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer136_block_15_expand_relu{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": 6.0, "name": "block_15_expand_relu", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["block_15_expand_BN", 0, 0, {}]]], "module": "keras.layers", "name": "block_15_expand_relu", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer137_block_15_depthwise{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block_15_expand_relu", 0, 0, {}]]], "module": "keras.layers", "name": "block_15_depthwise", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer138_block_15_depthwise_BN{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block_15_depthwise", 0, 0, {}]]], "module": "keras.layers", "name": "block_15_depthwise_BN", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer139_block_15_depthwise_relu{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": 6.0, "name": "block_15_depthwise_relu", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["block_15_depthwise_BN", 0, 0, {}]]], "module": "keras.layers", "name": "block_15_depthwise_relu", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer140_block_15_project{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block_15_depthwise_relu", 0, 0, {}]]], "module": "keras.layers", "name": "block_15_project", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer141_block_15_project_BN{"build_config": {"input_shape": [null, 4, 4, 160]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block_15_project", 0, 0, {}]]], "module": "keras.layers", "name": "block_15_project_BN", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer142_block_15_add{"build_config": {"input_shape": [[null, 4, 4, 160], [null, 4, 4, 160]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block_15_add", "trainable": true}, "inbound_nodes": [[["block_14_add", 0, 0, {}], ["block_15_project_BN", 0, 0, {}]]], "module": "keras.layers", "name": "block_15_add", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer143_block_16_expand{"build_config": {"input_shape": [null, 4, 4, 160]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block_15_add", 0, 0, {}]]], "module": "keras.layers", "name": "block_16_expand", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer144_block_16_expand_BN{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block_16_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block_16_expand_BN", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer145_block_16_expand_relu{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": 6.0, "name": "block_16_expand_relu", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["block_16_expand_BN", 0, 0, {}]]], "module": "keras.layers", "name": "block_16_expand_relu", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer146_block_16_depthwise{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block_16_expand_relu", 0, 0, {}]]], "module": "keras.layers", "name": "block_16_depthwise", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer147_block_16_depthwise_BN{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block_16_depthwise", 0, 0, {}]]], "module": "keras.layers", "name": "block_16_depthwise_BN", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer148_block_16_depthwise_relu{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": 6.0, "name": "block_16_depthwise_relu", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["block_16_depthwise_BN", 0, 0, {}]]], "module": "keras.layers", "name": "block_16_depthwise_relu", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer149_block_16_project{"build_config": {"input_shape": [null, 4, 4, 960]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block_16_depthwise_relu", 0, 0, {}]]], "module": "keras.layers", "name": "block_16_project", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer150_block_16_project_BN{"build_config": {"input_shape": [null, 4, 4, 320]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block_16_project", 0, 0, {}]]], "module": "keras.layers", "name": "block_16_project_BN", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer151_Conv_1{"build_config": {"input_shape": [null, 4, 4, 320]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block_16_project_BN", 0, 0, {}]]], "module": "keras.layers", "name": "Conv_1", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer152_Conv_1_bn{"build_config": {"input_shape": [null, 4, 4, 1280]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["Conv_1", 0, 0, {}]]], "module": "keras.layers", "name": "Conv_1_bn", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer153_out_relu{"build_config": {"input_shape": [null, 4, 4, 1280]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": 6.0, "name": "out_relu", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["Conv_1_bn", 0, 0, {}]]], "module": "keras.layers", "name": "out_relu", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer154_global_average_pooling2d_2{"build_config": {"input_shape": [null, 4, 4, 1280]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "global_average_pooling2d_2", "trainable": true}, "inbound_nodes": [[["out_relu", 0, 0, {}]]], "module": "keras.layers", "name": "global_average_pooling2d_2", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_layer155_dense_2{"build_config": {"input_shape": [null, 1280]}, "class_name": "Dense", "config": {"activation": "softmax", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}, "module": "keras.initializers", "registered_name": null}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": null, "name": "dense_2", "trainable": true, "units": 67, "use_bias": true}, "inbound_nodes": [[["global_average_pooling2d_2", 0, 0, {}]]], "module": "keras.layers", "name": "dense_2", "registered_name": null}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_optimizer{"loss": "categorical_crossentropy", "metrics": [], "optimizer_config": {"class_name": "Adam", "config": {"amsgrad": false, "beta_1": 0.9, "beta_2": 0.999, "clipnorm": null, "clipvalue": null, "ema_momentum": 0.99, "ema_overwrite_frequency": null, "epsilon": 1e-07, "global_clipnorm": null, "is_legacy_optimizer": false, "jit_compile": false, "learning_rate": 0.00039999998989515007, "name": "Adam", "use_ema": false, "weight_decay": null}}}
tensorflow.keras.src.engine.functional.Functional.883e3a78(1)_tensorflow_version"2.15.0"

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

onnx
Onnx model

arff
Predictions

ARFF file with instance-level predictions generated by the model.

16 Evaluation measures

Area under ROC curve
0.5233
Per class
Cross-validation details (10% Holdout set)
Kappa
0.0148
Cross-validation details (10% Holdout set)
KB relative information score
0.0431
Cross-validation details (10% Holdout set)
Mean absolute error
0.0288
Cross-validation details (10% Holdout set)
Mean prior absolute error
0.0292
Cross-validation details (10% Holdout set)
Weighted recall
0.0371
Cross-validation details (10% Holdout set)
Number of instances
5154
Per class
Cross-validation details (10% Holdout set)
Predictive accuracy
0.0371
Cross-validation details (10% Holdout set)
Prior entropy
5.7631
Cross-validation details (10% Holdout set)
Relative absolute error
0.9882
Cross-validation details (10% Holdout set)
Root mean prior squared error
0.1208
Cross-validation details (10% Holdout set)
Root mean squared error
0.1415
Cross-validation details (10% Holdout set)
Root relative squared error
1.1712
Cross-validation details (10% Holdout set)
Unweighted recall
0.023
Cross-validation details (10% Holdout set)