Run
7932153

Run 7932153

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 18-09-2017 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.

17 Evaluation measures

Area under ROC curve
0.9753 ± 0.0376
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9207 ± 0.0722
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8417 ± 0.1399
Cross-validation details (10-fold Crossvalidation)
KB relative information score
179.1406 ± 22.2916
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3465 ± 0.2055
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9235 ± 0.0532
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9209 ± 0.07
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9209 ± 0.07
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6929 ± 0.4111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4053 ± 0.1976
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8106 ± 0.3953
Cross-validation details (10-fold Crossvalidation)