DEVELOPMENT... OpenML
Run
31208

Run 31208

Task 4301 (Supervised Classification) fri_c1_250_5 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)_I80
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
0.9537
Per class
Build CPU time
0.091
Build memory
566721524.16
F measure
0.8831
Per class
Kappa
0.7656
KB relative information score
1786.58
Mean absolute error
0.1497
Mean prior absolute error
0.4989
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
0.8833
Per class
Predictive accuracy
0.8832
Prior entropy
0.9984
Recall
0.8832
Per class
Relative absolute error
0.3002
Root mean prior squared error
0.4994
Root mean squared error
0.2818
Root relative squared error
0.5642
SciMark benchmark
939.5002