DEVELOPMENT... OpenML
Run
32935

Run 32935

Task 4607 (Supervised Classification) pc4 Uploaded 14-10-2014 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
0.9355
Per class
Build CPU time
6.2001
Build memory
315448077.915
F measure
0.9048
Per class
Kappa
0.5327
KB relative information score
4372.9395
Mean absolute error
0.1184
Mean prior absolute error
0.2148
Number of instances
14580
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9026
Per class
Predictive accuracy
0.9103
Prior entropy
0.5368
Recall
0.9103
Per class
Relative absolute error
0.5513
Root mean prior squared error
0.3274
Root mean squared error
0.2428
Root relative squared error
0.7415
SciMark benchmark
926.9089