Run
10228144

Run 10228144

Task 146825 (Supervised Classification) Fashion-MNIST Uploaded 18-05-2019 by Adrian-Stefan Mares
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Flow

torch.nn.modules.container.Sequential.8a53697fda1551c2(1)Automatically created pytorch flow.
openml.extensions.pytorch.layers.reshape.Reshape.4c5281a677a44cc0(1)_shape[-1, 1, 28, 28]
torch.nn.modules.batchnorm.BatchNorm2d.f67ea6f681277b05(1)_affinetrue
torch.nn.modules.batchnorm.BatchNorm2d.f67ea6f681277b05(1)_eps1e-05
torch.nn.modules.batchnorm.BatchNorm2d.f67ea6f681277b05(1)_momentum0.1
torch.nn.modules.batchnorm.BatchNorm2d.f67ea6f681277b05(1)_num_features1
torch.nn.modules.batchnorm.BatchNorm2d.f67ea6f681277b05(1)_track_running_statstrue
torch.nn.modules.conv.Conv2d.7b973f4e130f76f2(1)_dilation[1, 1]
torch.nn.modules.conv.Conv2d.7b973f4e130f76f2(1)_groups1
torch.nn.modules.conv.Conv2d.7b973f4e130f76f2(1)_in_channels1
torch.nn.modules.conv.Conv2d.7b973f4e130f76f2(1)_kernel_size[5, 5]
torch.nn.modules.conv.Conv2d.7b973f4e130f76f2(1)_out_channels32
torch.nn.modules.conv.Conv2d.7b973f4e130f76f2(1)_padding[0, 0]
torch.nn.modules.conv.Conv2d.7b973f4e130f76f2(1)_padding_mode"zeros"
torch.nn.modules.conv.Conv2d.7b973f4e130f76f2(1)_stride[1, 1]
torch.nn.modules.activation.ReLU.f4637e12d18647f8(1)_inplacefalse
torch.nn.modules.pooling.MaxPool2d.84944eab46d1159(1)_ceil_modefalse
torch.nn.modules.pooling.MaxPool2d.84944eab46d1159(1)_dilation1
torch.nn.modules.pooling.MaxPool2d.84944eab46d1159(1)_kernel_size2
torch.nn.modules.pooling.MaxPool2d.84944eab46d1159(1)_padding0
torch.nn.modules.pooling.MaxPool2d.84944eab46d1159(1)_return_indicesfalse
torch.nn.modules.pooling.MaxPool2d.84944eab46d1159(1)_stride2
torch.nn.modules.conv.Conv2d.26ed7d56ebfb87ff(1)_dilation[1, 1]
torch.nn.modules.conv.Conv2d.26ed7d56ebfb87ff(1)_groups1
torch.nn.modules.conv.Conv2d.26ed7d56ebfb87ff(1)_in_channels32
torch.nn.modules.conv.Conv2d.26ed7d56ebfb87ff(1)_kernel_size[5, 5]
torch.nn.modules.conv.Conv2d.26ed7d56ebfb87ff(1)_out_channels64
torch.nn.modules.conv.Conv2d.26ed7d56ebfb87ff(1)_padding[0, 0]
torch.nn.modules.conv.Conv2d.26ed7d56ebfb87ff(1)_padding_mode"zeros"
torch.nn.modules.conv.Conv2d.26ed7d56ebfb87ff(1)_stride[1, 1]
torch.nn.modules.activation.ReLU.9bd785783fe41cd8(1)_inplacefalse
torch.nn.modules.pooling.MaxPool2d.c38ce15a1a7d867b(1)_ceil_modefalse
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torch.nn.modules.pooling.MaxPool2d.c38ce15a1a7d867b(1)_kernel_size2
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torch.nn.modules.linear.Linear.e71172242407645c(1)_out_features256
torch.nn.modules.activation.ReLU.7b35c24134f60f49(1)_inplacefalse
torch.nn.modules.dropout.Dropout.e32040044c9a3a09(1)_inplacefalse
torch.nn.modules.dropout.Dropout.e32040044c9a3a09(1)_p0.5
torch.nn.modules.linear.Linear.3f659c5bf844b3d3(1)_in_features256
torch.nn.modules.linear.Linear.3f659c5bf844b3d3(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

0.9945 ± 0.0009
Per class
Cross-validation details (10-fold Crossvalidation)
0.9127 ± 0.0077
Per class
Cross-validation details (10-fold Crossvalidation)
0.9034 ± 0.0086
Cross-validation details (10-fold Crossvalidation)
63676.8746 ± 60.3739
Cross-validation details (10-fold Crossvalidation)
0.0248 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
0.18
Cross-validation details (10-fold Crossvalidation)
70000
Per class
Cross-validation details (10-fold Crossvalidation)
0.9126 ± 0.0077
Per class
Cross-validation details (10-fold Crossvalidation)
0.913 ± 0.0078
Cross-validation details (10-fold Crossvalidation)
3.3219
Cross-validation details (10-fold Crossvalidation)
0.913 ± 0.0078
Per class
Cross-validation details (10-fold Crossvalidation)
0.1376 ± 0.0137
Cross-validation details (10-fold Crossvalidation)
0.3
Cross-validation details (10-fold Crossvalidation)
0.1121 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
0.3736 ± 0.0154
Cross-validation details (10-fold Crossvalidation)