Run
7932179

Run 7932179

Task 9956 (Supervised Classification) one-hundred-plants-texture 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
0.9866 ± 0.0025
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7276
Per class
Kappa
0.7385 ± 0.0277
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1021.284 ± 1.5772
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0148 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
1599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.744
Per class
Predictive accuracy
0.7411 ± 0.0275
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6438
Cross-validation details (10-fold Crossvalidation)
Recall
0.7411 ± 0.0275
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7466 ± 0.0108
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0792 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7962 ± 0.009
Cross-validation details (10-fold Crossvalidation)