DEVELOPMENT... OpenML
Run
30828

Run 30828

Task 1916 (Supervised Classification) segment Uploaded 13-10-2014 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)_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
0.9979
Per class
Build CPU time
3.1178
Build memory
506604858.8
F measure
0.9754
Per class
Kappa
0.9713
KB relative information score
22276.4483
Mean absolute error
0.0136
Mean prior absolute error
0.2449
Number of instances
23100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9754
Per class
Predictive accuracy
0.9754
Prior entropy
2.8074
Recall
0.9754
Per class
Relative absolute error
0.0557
Root mean prior squared error
0.3499
Root mean squared error
0.0752
Root relative squared error
0.215
SciMark benchmark
934.4247