DEVELOPMENT... OpenML
Run
27805

Run 27805

Task 1937 (Supervised Classification) ionosphere Uploaded 09-10-2014 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)_I20
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
0.9683
Per class
Build CPU time
0.1815
Build memory
1916016173.265
F measure
0.9226
Per class
Kappa
0.8298
KB relative information score
2657.6887
Mean absolute error
0.118
Mean prior absolute error
0.4604
Number of instances
3510
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.926
Per class
Predictive accuracy
0.9239
Prior entropy
0.9425
Recall
0.9239
Per class
Relative absolute error
0.2563
Root mean prior squared error
0.4797
Root mean squared error
0.2402
Root relative squared error
0.5007
SciMark benchmark
932.0963