Run
7932191

Run 7932191

Task 9981 (Supervised Classification) cnae-9 Uploaded 19-09-2017 by mehdi cherti
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Flow

pipelineopt.estimator.Classifier(1)Automatically created scikit-learn flow.
pipelineopt.estimator.Classifier(1)_nb_iter10
pipelineopt.estimator.Classifier(1)_random_state42
pipelineopt.estimator.Classifier(1)_score{"oml-python:serialized_object": "function", "value": "sklearn.metrics.classification.accuracy_score"}
pipelineopt.estimator.Classifier(1)_valid_ratio0.1
pipelineopt.estimator.Classifier(1)_verbose0
pipelineopt.estimator.Classifier(1)_walker"grammaropt.RandomWalker"

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
0.9966 ± 0.0028
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9482 ± 0.0172
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9417 ± 0.0191
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1005.5426 ± 1.5014
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0201 ± 0.0033
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1975
Cross-validation details (10-fold Crossvalidation)
Number of instances
1080
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9486 ± 0.0164
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9481 ± 0.017
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1699
Cross-validation details (10-fold Crossvalidation)
Recall
0.9481 ± 0.017
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1018 ± 0.0169
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0964 ± 0.0127
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3067 ± 0.0405
Cross-validation details (10-fold Crossvalidation)