Run
10228746

Run 10228746

Task 10101 (Supervised Classification) blood-transfusion-service-center Uploaded 20-06-2019 by Adrian-Stefan Mares
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)Automatically created ONNX flow.
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_backend{"irVersion": "5", "opsetImport": [{"version": "10"}]}
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_initializer_0_fullyconnected0_weight{"dataType": 1, "dims": ["1024", "4"], "name": "fullyconnected0_weight"}
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_initializer_1_fullyconnected0_bias{"dataType": 1, "dims": ["1024"], "name": "fullyconnected0_bias"}
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_initializer_2_fullyconnected1_weight{"dataType": 1, "dims": ["2", "1024"], "name": "fullyconnected1_weight"}
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_initializer_3_fullyconnected1_bias{"dataType": 1, "dims": ["2"], "name": "fullyconnected1_bias"}
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_input_0_data{"name": "data", "type": {"tensorType": {"elemType": 1, "shape": {"dim": [{"dimValue": "64"}, {"dimValue": "4"}]}}}}
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_input_1_fullyconnected0_weight{"name": "fullyconnected0_weight", "type": {"tensorType": {"elemType": 1, "shape": {"dim": [{"dimValue": "1024"}, {"dimValue": "4"}]}}}}
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_input_2_fullyconnected0_bias{"name": "fullyconnected0_bias", "type": {"tensorType": {"elemType": 1, "shape": {"dim": [{"dimValue": "1024"}]}}}}
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_input_3_fullyconnected1_weight{"name": "fullyconnected1_weight", "type": {"tensorType": {"elemType": 1, "shape": {"dim": [{"dimValue": "2"}, {"dimValue": "1024"}]}}}}
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_input_4_fullyconnected1_bias{"name": "fullyconnected1_bias", "type": {"tensorType": {"elemType": 1, "shape": {"dim": [{"dimValue": "2"}]}}}}
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_namemxnet_converted_model
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_node_0_fullyconnected0{"attribute": [{"f": 1.0, "name": "alpha", "type": "FLOAT"}, {"f": 1.0, "name": "beta", "type": "FLOAT"}, {"i": "0", "name": "transA", "type": "INT"}, {"i": "1", "name": "transB", "type": "INT"}], "input": ["data", "fullyconnected0_weight", "fullyconnected0_bias"], "name": "fullyconnected0", "opType": "Gemm", "output": ["fullyconnected0"]}
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_node_1_activation0{"input": ["fullyconnected0"], "name": "activation0", "opType": "Relu", "output": ["activation0"]}
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_node_2_dropout0{"attribute": [{"f": 0.4000000059604645, "name": "ratio", "type": "FLOAT"}], "input": ["activation0"], "name": "dropout0", "opType": "Dropout", "output": ["dropout0"]}
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_node_3_fullyconnected1{"attribute": [{"f": 1.0, "name": "alpha", "type": "FLOAT"}, {"f": 1.0, "name": "beta", "type": "FLOAT"}, {"i": "0", "name": "transA", "type": "INT"}, {"i": "1", "name": "transB", "type": "INT"}], "input": ["dropout0", "fullyconnected1_weight", "fullyconnected1_bias"], "name": "fullyconnected1", "opType": "Gemm", "output": ["fullyconnected1"]}
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_node_4_softmax{"attribute": [{"i": "1", "name": "axis", "type": "INT"}], "input": ["fullyconnected1"], "name": "softmax", "opType": "Softmax", "output": ["softmax"]}
onnx.onnx_ONNX_RELEASE_ml_pb2.ModelProto.362eec6a(1)_output_0_softmax{"name": "softmax", "type": {"tensorType": {"elemType": 1, "shape": {"dim": [{"dimValue": "64"}, {"dimValue": "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

0.4972
Per class
Cross-validation details (10-fold Crossvalidation)
0.5356
Per class
-0.0041
-0.5581 ± 0.8665
Cross-validation details (10-fold Crossvalidation)
0.5013 ± 0.2763
Cross-validation details (10-fold Crossvalidation)
0.363 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
748
Per class
Cross-validation details (10-fold Crossvalidation)
0.6353
Per class
0.4987 ± 0.2763
Cross-validation details (10-fold Crossvalidation)
0.7916 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
0.4987 ± 0.2763
Per class
Cross-validation details (10-fold Crossvalidation)
1.3809 ± 0.7656
Cross-validation details (10-fold Crossvalidation)
0.4258 ± 0.0027
Cross-validation details (10-fold Crossvalidation)
0.7081 ± 0.2025
Cross-validation details (10-fold Crossvalidation)
1.6627 ± 0.481
Cross-validation details (10-fold Crossvalidation)