Run
10227901

Run 10227901

Task 9914 (Supervised Classification) wilt Uploaded 02-05-2019 by Adrian-Stefan Mares
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)Automatically created keras flow.
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_backend"tensorflow"
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer00_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.E0EF8C81CE8E50E8(1)_layer01_dense_8{"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_8", "trainable": true, "units": 1024, "use_bias": true}}
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer02_dropout_7{"class_name": "Dropout", "config": {"name": "dropout_7", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer03_dense_9{"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_9", "trainable": true, "units": 1024, "use_bias": true}}
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer04_dropout_8{"class_name": "Dropout", "config": {"name": "dropout_8", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer05_dense_10{"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_10", "trainable": true, "units": 1024, "use_bias": true}}
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer06_dropout_9{"class_name": "Dropout", "config": {"name": "dropout_9", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer07_dense_11{"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_11", "trainable": true, "units": 1024, "use_bias": true}}
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer08_dropout_10{"class_name": "Dropout", "config": {"name": "dropout_10", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer09_dense_12{"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_12", "trainable": true, "units": 1024, "use_bias": true}}
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer10_dropout_11{"class_name": "Dropout", "config": {"name": "dropout_11", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer11_dense_13{"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_13", "trainable": true, "units": 1024, "use_bias": true}}
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer12_dropout_12{"class_name": "Dropout", "config": {"name": "dropout_12", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_layer13_dense_14{"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_14", "trainable": true, "units": 2, "use_bias": true}}
keras.engine.sequential.Sequential.E0EF8C81CE8E50E8(1)_name"sequential_2"

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.

17 Evaluation measures

0.8927 ± 0.1537
Per class
Cross-validation details (10-fold Crossvalidation)
0.9631 ± 0.0142
Per class
Cross-validation details (10-fold Crossvalidation)
0.5946 ± 0.3216
Cross-validation details (10-fold Crossvalidation)
1728.6773 ± 222.5378
Cross-validation details (10-fold Crossvalidation)
0.047 ± 0.0176
Cross-validation details (10-fold Crossvalidation)
0.1022 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
4839
Per class
Cross-validation details (10-fold Crossvalidation)
0.9659 ± 0.009
Per class
Cross-validation details (10-fold Crossvalidation)
0.968 ± 0.0142
Cross-validation details (10-fold Crossvalidation)
0.3037
Cross-validation details (10-fold Crossvalidation)
0.968 ± 0.0142
Per class
Cross-validation details (10-fold Crossvalidation)
0.4598 ± 0.173
Cross-validation details (10-fold Crossvalidation)
0.2259 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
0.1626 ± 0.0305
Cross-validation details (10-fold Crossvalidation)
0.7198 ± 0.1368
Cross-validation details (10-fold Crossvalidation)