Run
1672497

Run 1672497

Task 14966 (Supervised Classification) Bioresponse Uploaded 20-07-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_NaiveBayes(9)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(9)_P100
weka.Bagging_NaiveBayes(9)_S1
weka.Bagging_NaiveBayes(9)_num-slots1
weka.Bagging_NaiveBayes(9)_I10
weka.Bagging_NaiveBayes(9)_Wweka.classifiers.bayes.NaiveBayes

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.71
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1123.3873
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3484
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6672
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.6625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7017
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5298
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0634
Cross-validation details (10-fold Crossvalidation)