Run
10228145

Run 10228145

Task 3573 (Supervised Classification) mnist_784 Uploaded 18-05-2019 by Adrian-Stefan Mares
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Flow

torch.nn.modules.container.Sequential.e5f895589155e3c(1)Automatically created pytorch flow.
openml.extensions.pytorch.layers.reshape.Reshape.bab5689ddedf230e(1)_shape[-1, 1, 28, 28]
torch.nn.modules.batchnorm.BatchNorm2d.9a381fc1a7d7490f(1)_affinetrue
torch.nn.modules.batchnorm.BatchNorm2d.9a381fc1a7d7490f(1)_eps1e-05
torch.nn.modules.batchnorm.BatchNorm2d.9a381fc1a7d7490f(1)_momentum0.1
torch.nn.modules.batchnorm.BatchNorm2d.9a381fc1a7d7490f(1)_num_features1
torch.nn.modules.batchnorm.BatchNorm2d.9a381fc1a7d7490f(1)_track_running_statstrue
torch.nn.modules.conv.Conv2d.cbcbeff069701626(1)_dilation[1, 1]
torch.nn.modules.conv.Conv2d.cbcbeff069701626(1)_groups1
torch.nn.modules.conv.Conv2d.cbcbeff069701626(1)_in_channels1
torch.nn.modules.conv.Conv2d.cbcbeff069701626(1)_kernel_size[5, 5]
torch.nn.modules.conv.Conv2d.cbcbeff069701626(1)_out_channels32
torch.nn.modules.conv.Conv2d.cbcbeff069701626(1)_padding[0, 0]
torch.nn.modules.conv.Conv2d.cbcbeff069701626(1)_padding_mode"zeros"
torch.nn.modules.conv.Conv2d.cbcbeff069701626(1)_stride[1, 1]
torch.nn.modules.activation.ReLU.f76b03a819908ae3(1)_inplacefalse
torch.nn.modules.pooling.MaxPool2d.18d0516c283916e0(1)_ceil_modefalse
torch.nn.modules.pooling.MaxPool2d.18d0516c283916e0(1)_dilation1
torch.nn.modules.pooling.MaxPool2d.18d0516c283916e0(1)_kernel_size2
torch.nn.modules.pooling.MaxPool2d.18d0516c283916e0(1)_padding0
torch.nn.modules.pooling.MaxPool2d.18d0516c283916e0(1)_return_indicesfalse
torch.nn.modules.pooling.MaxPool2d.18d0516c283916e0(1)_stride2
torch.nn.modules.conv.Conv2d.8471909275adcb6d(1)_dilation[1, 1]
torch.nn.modules.conv.Conv2d.8471909275adcb6d(1)_groups1
torch.nn.modules.conv.Conv2d.8471909275adcb6d(1)_in_channels32
torch.nn.modules.conv.Conv2d.8471909275adcb6d(1)_kernel_size[5, 5]
torch.nn.modules.conv.Conv2d.8471909275adcb6d(1)_out_channels64
torch.nn.modules.conv.Conv2d.8471909275adcb6d(1)_padding[0, 0]
torch.nn.modules.conv.Conv2d.8471909275adcb6d(1)_padding_mode"zeros"
torch.nn.modules.conv.Conv2d.8471909275adcb6d(1)_stride[1, 1]
torch.nn.modules.activation.ReLU.c89157025ce1905a(1)_inplacefalse
torch.nn.modules.pooling.MaxPool2d.6b01e4e540d60c1d(1)_ceil_modefalse
torch.nn.modules.pooling.MaxPool2d.6b01e4e540d60c1d(1)_dilation1
torch.nn.modules.pooling.MaxPool2d.6b01e4e540d60c1d(1)_kernel_size2
torch.nn.modules.pooling.MaxPool2d.6b01e4e540d60c1d(1)_padding0
torch.nn.modules.pooling.MaxPool2d.6b01e4e540d60c1d(1)_return_indicesfalse
torch.nn.modules.pooling.MaxPool2d.6b01e4e540d60c1d(1)_stride2
openml.extensions.pytorch.layers.reshape.Reshape.4b925d9638d8ebc1(1)_shape[-1, 1024]
torch.nn.modules.linear.Linear.b745943f16252f53(1)_in_features1024
torch.nn.modules.linear.Linear.b745943f16252f53(1)_out_features256
torch.nn.modules.activation.ReLU.778b1aeda3f71f4a(1)_inplacefalse
torch.nn.modules.dropout.Dropout.976385bdce27adeb(1)_inplacefalse
torch.nn.modules.dropout.Dropout.976385bdce27adeb(1)_p0.5
torch.nn.modules.linear.Linear.910a41d8470792b2(1)_in_features256
torch.nn.modules.linear.Linear.910a41d8470792b2(1)_out_features10

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

0.9999 ± 0
Per class
Cross-validation details (10-fold Crossvalidation)
0.9914 ± 0.0008
Per class
Cross-validation details (10-fold Crossvalidation)
0.9905 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
69358.9541 ± 8.5311
Cross-validation details (10-fold Crossvalidation)
0.0025 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
0.1799 ± 0
Cross-validation details (10-fold Crossvalidation)
70000
Per class
Cross-validation details (10-fold Crossvalidation)
0.9914 ± 0.0008
Per class
Cross-validation details (10-fold Crossvalidation)
0.9914 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
3.3198
Cross-validation details (10-fold Crossvalidation)
0.9914 ± 0.0008
Per class
Cross-validation details (10-fold Crossvalidation)
0.0136 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
0.0362 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
0.1208 ± 0.0077
Cross-validation details (10-fold Crossvalidation)