Run
10559663

Run 10559663

Task 31 (Supervised Classification) credit-g Uploaded 19-08-2020 by Prabhant Singh
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Flow

tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)Automatically created tensorflow flow.
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_backend"tensorflow"
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_class_name"Sequential"
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_config{"name": "sequential"}
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_layer0_batch_normalization{"class_name": "BatchNormalization", "config": {"axis": -1, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "dtype": "float32", "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", "scale": true, "trainable": true}}
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_layer1_dense{"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", "trainable": true, "units": 1024, "use_bias": true}}
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_layer2_dropout{"class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_layer3_dense_1{"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_1", "trainable": true, "units": 2, "use_bias": true}}
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_optimizer{"loss": "sparse_categorical_crossentropy", "metrics": [], "optimizer_config": {"class_name": "Adam", "config": {"amsgrad": false, "beta_1": 0.9, "beta_2": 0.999, "decay": 0.0, "epsilon": 1e-07, "learning_rate": 0.001, "name": "Adam"}}, "weighted_metrics": []}
tensorflow.python.keras.engine.sequential.Sequential.7d17cfb(1)_tensorflow_version"2.2.0"

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.

18 Evaluation measures

0.7615 ± 0.0458
Per class
Cross-validation details (10-fold Crossvalidation)
0.6547 ± 0.0568
Per class
Cross-validation details (10-fold Crossvalidation)
0.1543 ± 0.1266
Cross-validation details (10-fold Crossvalidation)
0.2725 ± 0.0233
Cross-validation details (10-fold Crossvalidation)
0.2894 ± 0.0088
Cross-validation details (10-fold Crossvalidation)
0.4202
Cross-validation details (10-fold Crossvalidation)
0.726 ± 0.025
Cross-validation details (10-fold Crossvalidation)
1000
Per class
Cross-validation details (10-fold Crossvalidation)
0.7236 ± 0.0954
Per class
Cross-validation details (10-fold Crossvalidation)
0.726 ± 0.025
Cross-validation details (10-fold Crossvalidation)
0.8813
Cross-validation details (10-fold Crossvalidation)
0.6888 ± 0.0209
Cross-validation details (10-fold Crossvalidation)
0.4583
Cross-validation details (10-fold Crossvalidation)
0.4597 ± 0.0275
Cross-validation details (10-fold Crossvalidation)
1.0031 ± 0.06
Cross-validation details (10-fold Crossvalidation)
0.5595 ± 0.0521
Cross-validation details (10-fold Crossvalidation)