Run
9204027

Run 9204027

Task 168298 (Supervised Classification) USPS Uploaded 28-06-2018 by Irfan Nur Afif
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Flow

keras.wrappers.scikit_learn.KerasClassifier(8)Automatically created scikit-learn flow.
keras.wrappers.scikit_learn.KerasClassifier(8)_batch_size1000
keras.wrappers.scikit_learn.KerasClassifier(8)_build_fn{"oml-python:serialized_object": "function", "value": "__main__.create_model"}
keras.wrappers.scikit_learn.KerasClassifier(8)_epochs2
keras.wrappers.scikit_learn.KerasClassifier(8)_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.

17 Evaluation measures

Area under ROC curve
0.7982 ± 0.0405
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6199 ± 0.0668
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5949 ± 0.0803
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5596.3884 ± 71.1229
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0717 ± 0.0139
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1785 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
9298
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6309 ± 0.031
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6415 ± 0.0696
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2729
Cross-validation details (10-fold Crossvalidation)
Recall
0.6415 ± 0.0696
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4017 ± 0.078
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2987 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2678 ± 0.0263
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8963 ± 0.0878
Cross-validation details (10-fold Crossvalidation)