Run
10591788

Run 10591788

Task 361297 (Supervised Classification) MD_MIX_Mini_Copy Uploaded 17-01-2023 by Prabhant Singh
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  • openml-python tensorflow_2.11.0.
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Flow

tensorflow.keras.engine.sequential.Sequential.ac472757(1)Automatically created tensorflow flow.
tensorflow.keras.engine.sequential.Sequential.ac472757(1)_backend"tensorflow"
tensorflow.keras.engine.sequential.Sequential.ac472757(1)_class_name"Sequential"
tensorflow.keras.engine.sequential.Sequential.ac472757(1)_config{"name": "sequential_1"}
tensorflow.keras.engine.sequential.Sequential.ac472757(1)_layer0_conv2d_input{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 128, 128, 3], "dtype": "float32", "name": "conv2d_input", "ragged": false, "sparse": false}}
tensorflow.keras.engine.sequential.Sequential.ac472757(1)_layer1_conv2d{"class_name": "Conv2D", "config": {"activation": "relu", "activity_regularizer": null, "batch_input_shape": [null, 128, 128, 3], "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "dtype": "float32", "filters": 128, "groups": 1, "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "kernel_size": [3, 3], "name": "conv2d", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": true}}
tensorflow.keras.engine.sequential.Sequential.ac472757(1)_layer2_max_pooling2d{"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}}
tensorflow.keras.engine.sequential.Sequential.ac472757(1)_layer3_conv2d_1{"class_name": "Conv2D", "config": {"activation": "relu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "dtype": "float32", "filters": 64, "groups": 1, "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "kernel_size": [3, 3], "name": "conv2d_1", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": true}}
tensorflow.keras.engine.sequential.Sequential.ac472757(1)_layer4_max_pooling2d_1{"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_1", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}}
tensorflow.keras.engine.sequential.Sequential.ac472757(1)_layer5_conv2d_2{"class_name": "Conv2D", "config": {"activation": "relu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "dtype": "float32", "filters": 64, "groups": 1, "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "kernel_size": [3, 3], "name": "conv2d_2", "padding": "valid", "strides": [1, 1], "trainable": true, "use_bias": true}}
tensorflow.keras.engine.sequential.Sequential.ac472757(1)_layer6_flatten{"class_name": "Flatten", "config": {"data_format": "channels_last", "dtype": "float32", "name": "flatten", "trainable": true}}
tensorflow.keras.engine.sequential.Sequential.ac472757(1)_layer7_dense_1{"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_1", "trainable": true, "units": 64, "use_bias": true}}
tensorflow.keras.engine.sequential.Sequential.ac472757(1)_layer8_dense_2{"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_2", "trainable": true, "units": 706, "use_bias": true}}
tensorflow.keras.engine.sequential.Sequential.ac472757(1)_optimizer{"loss": "categorical_crossentropy", "metrics": ["loss", "accuracy"], "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": 0.0010000000474974513, "name": "Adam", "use_ema": false, "weight_decay": null}}}
tensorflow.keras.engine.sequential.Sequential.ac472757(1)_tensorflow_version"2.11.0"

Result files

xml
Description

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

arff
Predictions

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

16 Evaluation measures

0.5
Per class
Cross-validation details (10% Holdout set)
0.0012
Cross-validation details (10% Holdout set)
0.0028
Cross-validation details (10% Holdout set)
0.0028
Cross-validation details (10% Holdout set)
0.001
Cross-validation details (10% Holdout set)
9319
Per class
Cross-validation details (10% Holdout set)
0.001
Cross-validation details (10% Holdout set)
9.4635
Cross-validation details (10% Holdout set)
1
Cross-validation details (10% Holdout set)
0.0376
Cross-validation details (10% Holdout set)
0.0376
Cross-validation details (10% Holdout set)
1
Cross-validation details (10% Holdout set)
0.0014
Cross-validation details (10% Holdout set)