Run
7932208

Run 7932208

Task 146195 (Supervised Classification) connect-4 Uploaded 19-09-2017 by mehdi cherti
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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.

15 Evaluation measures

Area under ROC curve
0.8899 ± 0.0042
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.282 ± 0.011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15091.9159 ± 23.0396
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2737 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3313 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
67557
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.729 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2185
Cross-validation details (10-fold Crossvalidation)
Recall
0.729 ± 0.0028
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8261 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.407 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3488 ± 0.001
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8571 ± 0.0024
Cross-validation details (10-fold Crossvalidation)