DEVELOPMENT... OpenML
Run
32289

Run 32289

Task 4488 (Supervised Classification) fri_c2_500_50 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)_I160
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
0.9541
Per class
Build CPU time
2.9765
Build memory
170966234
F measure
0.9019
Per class
Kappa
0.7961
KB relative information score
3409.6189
Mean absolute error
0.1667
Mean prior absolute error
0.4839
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9039
Per class
Predictive accuracy
0.9028
Prior entropy
0.9767
Recall
0.9028
Per class
Relative absolute error
0.3445
Root mean prior squared error
0.4918
Root mean squared error
0.2792
Root relative squared error
0.5676
SciMark benchmark
940.0601