DEVELOPMENT... OpenML
Run
26955

Run 26955

Task 4609 (Supervised Classification) jm1 Uploaded 08-10-2014 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
0.746
Per class
Build CPU time
14.8658
Build memory
280014893.2732
F measure
0.7844
Per class
Kappa
0.2426
KB relative information score
8489.5859
Mean absolute error
0.2581
Mean prior absolute error
0.3121
Number of instances
108850
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7859
Per class
Predictive accuracy
0.8171
Prior entropy
0.7088
Recall
0.8171
Per class
Relative absolute error
0.8269
Root mean prior squared error
0.395
Root mean squared error
0.367
Root relative squared error
0.929
SciMark benchmark
937.4781