Run
9204026

Run 9204026

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)_epochs1
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
0.6669 ± 0.055
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.377
Per class
Kappa
0.336 ± 0.1075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3377.9498 ± 85.5099
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1153 ± 0.017
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
0.4952
Per class
Predictive accuracy
0.4236 ± 0.0851
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2729
Cross-validation details (10-fold Crossvalidation)
Recall
0.4236 ± 0.0851
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6458 ± 0.0953
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2987 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3395 ± 0.0252
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1365 ± 0.0843
Cross-validation details (10-fold Crossvalidation)