DEVELOPMENT... OpenML
Run
29756

Run 29756

Task 3504 (Supervised Classification) webdata_wXa Uploaded 12-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I40
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
0.8682
Per class
Build CPU time
1668.0001
Build memory
503162326.4147
F measure
0.8046
Per class
Kappa
0.4513
KB relative information score
12350.7684
Mean absolute error
0.2282
Mean prior absolute error
0.3648
Number of instances
36974
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8016
Per class
Predictive accuracy
0.8101
Prior entropy
0.7951
Recall
0.8101
Per class
Relative absolute error
0.6256
Root mean prior squared error
0.4271
Root mean squared error
0.3513
Root relative squared error
0.8226
SciMark benchmark
943.6498