Run
8899927

Run 8899927

Task 3573 (Supervised Classification) mnist_784 Uploaded 29-03-2018 by Irfan Nur Afif
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Flow

keras.wrappers.scikit_learn.KerasClassifier(2)Automatically created scikit-learn flow.
keras.wrappers.scikit_learn.KerasClassifier(2)_batch_size12
keras.wrappers.scikit_learn.KerasClassifier(2)_build_fn{"oml-python:serialized_object": "function", "value": "__main__.create_model"}
keras.wrappers.scikit_learn.KerasClassifier(2)_epochs1
keras.wrappers.scikit_learn.KerasClassifier(2)_verbose1

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.

15 Evaluation measures

Area under ROC curve
0.5 ± 0.0001
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0
KB relative information score
4154.9208 ± 21.0645
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1798 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1799 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
70000
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.101 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3198
Cross-validation details (10-fold Crossvalidation)
Recall
0.101 ± 0.0046
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9992 ± 0.0052
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.424 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4136 ± 0.0037
Cross-validation details (10-fold Crossvalidation)