Run
10227919

Run 10227919

Task 167121 (Supervised Classification) Devnagari-Script Uploaded 02-05-2019 by Adrian-Stefan Mares
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Flow

keras.engine.sequential.Sequential.6CDA6D6E73373946(1)Automatically created keras flow.
keras.engine.sequential.Sequential.6CDA6D6E73373946(1)_backend"tensorflow"
keras.engine.sequential.Sequential.6CDA6D6E73373946(1)_layer0_batch_normalization_8{"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_8", "scale": true, "trainable": true}}
keras.engine.sequential.Sequential.6CDA6D6E73373946(1)_layer1_reshape_2{"class_name": "Reshape", "config": {"name": "reshape_2", "target_shape": [32, 32, 1], "trainable": true}}
keras.engine.sequential.Sequential.6CDA6D6E73373946(1)_layer2_conv2d_3{"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], "filters": 32, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [5, 5], "name": "conv2d_3", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}}
keras.engine.sequential.Sequential.6CDA6D6E73373946(1)_layer3_max_pooling2d_3{"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "name": "max_pooling2d_3", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}}
keras.engine.sequential.Sequential.6CDA6D6E73373946(1)_layer4_conv2d_4{"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], "filters": 64, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [5, 5], "name": "conv2d_4", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}}
keras.engine.sequential.Sequential.6CDA6D6E73373946(1)_layer5_max_pooling2d_4{"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "name": "max_pooling2d_4", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}}
keras.engine.sequential.Sequential.6CDA6D6E73373946(1)_layer6_flatten_2{"class_name": "Flatten", "config": {"data_format": "channels_last", "name": "flatten_2", "trainable": true}}
keras.engine.sequential.Sequential.6CDA6D6E73373946(1)_layer7_dense_29{"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_29", "trainable": true, "units": 1024, "use_bias": true}}
keras.engine.sequential.Sequential.6CDA6D6E73373946(1)_layer8_dropout_22{"class_name": "Dropout", "config": {"name": "dropout_22", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
keras.engine.sequential.Sequential.6CDA6D6E73373946(1)_layer9_dense_30{"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_30", "trainable": true, "units": 46, "use_bias": true}}
keras.engine.sequential.Sequential.6CDA6D6E73373946(1)_name"sequential_8"

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

0.9998 ± 0
Per class
Cross-validation details (10-fold Crossvalidation)
0.9678 ± 0.002
Per class
Cross-validation details (10-fold Crossvalidation)
0.967 ± 0.002
Cross-validation details (10-fold Crossvalidation)
89707.0974 ± 13.3334
Cross-validation details (10-fold Crossvalidation)
0.0021 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
0.0425
Cross-validation details (10-fold Crossvalidation)
92000
Per class
Cross-validation details (10-fold Crossvalidation)
0.9679 ± 0.0018
Per class
Cross-validation details (10-fold Crossvalidation)
0.9678 ± 0.002
Cross-validation details (10-fold Crossvalidation)
5.5236
Cross-validation details (10-fold Crossvalidation)
0.9678 ± 0.002
Per class
Cross-validation details (10-fold Crossvalidation)
0.0486 ± 0.0037
Cross-validation details (10-fold Crossvalidation)
0.1458
Cross-validation details (10-fold Crossvalidation)
0.0326 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
0.2236 ± 0.0062
Cross-validation details (10-fold Crossvalidation)