DEVELOPMENT... OpenML
Run
27206

Run 27206

Task 4400 (Supervised Classification) fri_c2_250_10 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
0.9298
Per class
Build CPU time
0.043
Build memory
69136657.76
F measure
0.8934
Per class
Kappa
0.7681
KB relative information score
1692.7593
Mean absolute error
0.1569
Mean prior absolute error
0.4633
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.894
Per class
Predictive accuracy
0.8944
Prior entropy
0.9468
Recall
0.8944
Per class
Relative absolute error
0.3386
Root mean prior squared error
0.4812
Root mean squared error
0.2917
Root relative squared error
0.6064
SciMark benchmark
942.3977