DEVELOPMENT... OpenML
Run
27482

Run 27482

Task 4446 (Supervised Classification) fri_c2_250_50 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
0.9171
Per class
Build CPU time
0.1591
Build memory
1448458678.16
F measure
0.8443
Per class
Kappa
0.685
KB relative information score
1429.4074
Mean absolute error
0.2253
Mean prior absolute error
0.4954
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
0.8482
Per class
Predictive accuracy
0.8456
Prior entropy
0.9934
Recall
0.8456
Per class
Relative absolute error
0.4548
Root mean prior squared error
0.4977
Root mean squared error
0.3333
Root relative squared error
0.6698
SciMark benchmark
947.0004