DEVELOPMENT... OpenML
Run
29159

Run 29159

Task 3923 (Supervised Classification) datatrieve Uploaded 11-10-2014 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)_I40
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
0.7953
Per class
Build CPU time
0.026
Build memory
836506060
F measure
0.8734
Per class
Kappa
0.0761
KB relative information score
-39.8371
Mean absolute error
0.1455
Mean prior absolute error
0.1601
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8591
Per class
Predictive accuracy
0.8923
Prior entropy
0.4395
Recall
0.8923
Per class
Relative absolute error
0.9086
Root mean prior squared error
0.2784
Root mean squared error
0.28
Root relative squared error
1.0058
SciMark benchmark
942.4557