DEVELOPMENT... OpenML
Run
26714

Run 26714

Task 3587 (Supervised Classification) pwLinear Uploaded 08-10-2014 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
0.9389
Per class
Build CPU time
0.029
Build memory
189757549.6
F measure
0.8949
Per class
Kappa
0.7896
KB relative information score
136.6021
Mean absolute error
0.1705
Mean prior absolute error
0.4996
Number of instances
200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8953
Per class
Predictive accuracy
0.895
Prior entropy
0.9994
Recall
0.895
Per class
Relative absolute error
0.3413
Root mean prior squared error
0.4998
Root mean squared error
0.2938
Root relative squared error
0.5879
SciMark benchmark
945.0197