DEVELOPMENT... OpenML
Run
30554

Run 30554

Task 4609 (Supervised Classification) jm1 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
0.7604
Per class
Build CPU time
60.2266
Build memory
855966831.5232
F measure
0.7846
Per class
Kappa
0.2402
KB relative information score
9513.7409
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
0.7906
Per class
Predictive accuracy
0.8201
Prior entropy
0.7088
Recall
0.8201
Per class
Relative absolute error
0.827
Root mean prior squared error
0.395
Root mean squared error
0.3628
Root relative squared error
0.9185
SciMark benchmark
942.2086