Run
10464840

Run 10464840

Task 167124 (Supervised Classification) CIFAR_10 Uploaded 09-06-2020 by Prabhant Singh
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Flow

keras.engine.sequential.Sequential.3aeb2942(1)Automatically created keras flow.
keras.engine.sequential.Sequential.3aeb2942(1)_backend"tensorflow"
keras.engine.sequential.Sequential.3aeb2942(1)_class_name"Sequential"
keras.engine.sequential.Sequential.3aeb2942(1)_config{"name": "sequential_2"}
keras.engine.sequential.Sequential.3aeb2942(1)_keras_version"2.2.4"
keras.engine.sequential.Sequential.3aeb2942(1)_layer0_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.3aeb2942(1)_layer1_dense_3{"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_3", "trainable": true, "units": 1024, "use_bias": true}}
keras.engine.sequential.Sequential.3aeb2942(1)_layer2_dropout_2{"class_name": "Dropout", "config": {"name": "dropout_2", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
keras.engine.sequential.Sequential.3aeb2942(1)_layer3_dense_4{"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_4", "trainable": true, "units": 10, "use_bias": true}}
keras.engine.sequential.Sequential.3aeb2942(1)_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}

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.

18 Evaluation measures

0.8425 ± 0.0042
Per class
Cross-validation details (10-fold Crossvalidation)
0.4376 ± 0.0089
Per class
Cross-validation details (10-fold Crossvalidation)
0.3776 ± 0.0073
Cross-validation details (10-fold Crossvalidation)
0.3796 ± 0.0087
Cross-validation details (10-fold Crossvalidation)
0.1381 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
0.18
Cross-validation details (10-fold Crossvalidation)
0.4398 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
60000
Per class
Cross-validation details (10-fold Crossvalidation)
0.4389 ± 0.016
Per class
Cross-validation details (10-fold Crossvalidation)
0.4398 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
3.3219
Cross-validation details (10-fold Crossvalidation)
0.7672 ± 0.0091
Cross-validation details (10-fold Crossvalidation)
0.3
Cross-validation details (10-fold Crossvalidation)
0.2664 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
0.8881 ± 0.0042
Cross-validation details (10-fold Crossvalidation)
0.4398 ± 0.0066
Cross-validation details (10-fold Crossvalidation)