DEVELOPMENT... OpenML
Run
32701

Run 32701

Task 4313 (Supervised Classification) fri_c4_500_100 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)_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
0.9419
Per class
Build CPU time
6.1546
Build memory
321311039.6
F measure
0.8744
Per class
Kappa
0.7433
KB relative information score
2998.9739
Mean absolute error
0.2127
Mean prior absolute error
0.4913
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8762
Per class
Predictive accuracy
0.8752
Prior entropy
0.9875
Recall
0.8752
Per class
Relative absolute error
0.433
Root mean prior squared error
0.4956
Root mean squared error
0.3046
Root relative squared error
0.6145
SciMark benchmark
944.8945