1793
9791
backend
"tensorflow"
9791
class_name
"Sequential"
9791
config
{"name": "sequential_1"}
9791
keras_version
"2.2.4"
9791
layer0_batch_normalization_1
{"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_1", "scale": true, "trainable": true}}
9791
layer1_dense_1
{"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_1", "trainable": true, "units": 1024, "use_bias": true}}
9791
layer2_dropout_1
{"class_name": "Dropout", "config": {"name": "dropout_1", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
9791
layer3_dense_2
{"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_2", "trainable": true, "units": 2, "use_bias": true}}
9791
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}
9791
openml-python
Keras_2.2.4.
wall_clock_time_millis_training
868.9954280853271
wall_clock_time_millis_training
889.9979591369629
wall_clock_time_millis_training
1014.5165920257568
wall_clock_time_millis_training
1225.973129272461
wall_clock_time_millis_training
1615.9918308258057
wall_clock_time_millis_training
1166.9964790344238
wall_clock_time_millis_training
1519.9980735778809
wall_clock_time_millis_training
2034.5282554626465
wall_clock_time_millis_training
1454.9689292907715
wall_clock_time_millis_training
1422.3711490631104
wall_clock_time_millis_testing
80.99842071533203
wall_clock_time_millis_testing
127.98833847045898
wall_clock_time_millis_testing
185.97912788391113
wall_clock_time_millis_testing
287.9981994628906
wall_clock_time_millis_testing
271.0070610046387
wall_clock_time_millis_testing
392.99654960632324
wall_clock_time_millis_testing
2000.5710124969482
wall_clock_time_millis_testing
425.9979724884033
wall_clock_time_millis_testing
475.00014305114746
wall_clock_time_millis_testing
520.0202465057373
wall_clock_time_millis
949.9938488006592
wall_clock_time_millis
1017.9862976074219
wall_clock_time_millis
1200.495719909668
wall_clock_time_millis
1513.9713287353516
wall_clock_time_millis
1886.9988918304443
wall_clock_time_millis
1559.993028640747
wall_clock_time_millis
3520.569086074829
wall_clock_time_millis
2460.52622795105
wall_clock_time_millis
1929.969072341919
wall_clock_time_millis
1942.3913955688477
predictive_accuracy
0.4434782608695652
predictive_accuracy
0.4463768115942029
predictive_accuracy
0.4434782608695652
predictive_accuracy
0.4463768115942029
predictive_accuracy
0.4434782608695652
predictive_accuracy
0.4463768115942029
predictive_accuracy
0.4434782608695652
predictive_accuracy
0.4463768115942029
predictive_accuracy
0.4434782608695652
predictive_accuracy
0.4463768115942029