DEVELOPMENT... OpenML
Run
28119

Run 28119

Task 4551 (Supervised Classification) cmc Uploaded 09-10-2014 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)_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
0.7472
Per class
Build CPU time
0.3097
Build memory
583415630.5021
F measure
0.6919
Per class
Kappa
0.3672
KB relative information score
3939.0127
Mean absolute error
0.367
Mean prior absolute error
0.4894
Number of instances
14730
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6966
Per class
Predictive accuracy
0.6984
Prior entropy
0.9846
Recall
0.6984
Per class
Relative absolute error
0.75
Root mean prior squared error
0.4946
Root mean squared error
0.4441
Root relative squared error
0.8977
SciMark benchmark
916.4147