DEVELOPMENT... OpenML
Run
30467

Run 30467

Task 3630 (Supervised Classification) analcatdata_apnea3 Uploaded 13-10-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9292
Per class
Build CPU time
0.0334
Build memory
468705540.8
F measure
0.9138
Per class
Kappa
0.5807
KB relative information score
212.5151
Mean absolute error
0.0973
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.912
Per class
Predictive accuracy
0.9178
Prior entropy
0.5405
Recall
0.9178
Per class
Relative absolute error
0.4509
Root mean prior squared error
0.3275
Root mean squared error
0.2323
Root relative squared error
0.7093
SciMark benchmark
942.8219