Run
68234

Run 68234

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 30-11-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_NaiveBayes(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(2)_I160
weka.Bagging_NaiveBayes(2)_P100
weka.Bagging_NaiveBayes(2)_S1
weka.Bagging_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(2)_num-slots1

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.

21 Evaluation measures

Area under ROC curve
0.938
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.0264
Cross-validation details (10-fold Crossvalidation)
Build memory
277621056.0505
Cross-validation details (10-fold Crossvalidation)
F measure
0.9169
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6237
Cross-validation details (10-fold Crossvalidation)
KB relative information score
242.5881
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1198
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2343
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9167
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9221
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.9221
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5112
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2234
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6542
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
939.6798