Run
9199736

Run 9199736

Task 9910 (Supervised Classification) Bioresponse Uploaded 03-05-2018 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imput er,estimator=sklearn.naive_bayes.GaussianNB)(1)Automatically created scikit-learn flow.
sklearn.preprocessing.imputation.Imputer(20)_axis0
sklearn.preprocessing.imputation.Imputer(20)_copytrue
sklearn.preprocessing.imputation.Imputer(20)_missing_values"NaN"
sklearn.preprocessing.imputation.Imputer(20)_strategy"median"
sklearn.preprocessing.imputation.Imputer(20)_verbose0
sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imputer,estimator=sklearn.naive_bayes.GaussianNB)(1)_memorynull
sklearn.naive_bayes.GaussianNB(8)_priorsnull

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
0.6436 ± 0.0313
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5642 ± 0.0453
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1812 ± 0.0674
Cross-validation details (10-fold Crossvalidation)
KB relative information score
823.1983 ± 22.4014
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3862 ± 0.0296
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6493 ± 0.0363
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6137 ± 0.0295
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.6137 ± 0.0295
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.778 ± 0.0596
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6207 ± 0.0245
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2459 ± 0.0492
Cross-validation details (10-fold Crossvalidation)