DEVELOPMENT... OpenML
Run
26766

Run 26766

Task 4359 (Supervised Classification) fri_c1_100_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
0.8829
Per class
Build CPU time
0.0134
Build memory
66976079.28
F measure
0.7934
Per class
Kappa
0.585
KB relative information score
480.0709
Mean absolute error
0.2713
Mean prior absolute error
0.4982
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7943
Per class
Predictive accuracy
0.794
Prior entropy
0.9975
Recall
0.794
Per class
Relative absolute error
0.5445
Root mean prior squared error
0.4991
Root mean squared error
0.3702
Root relative squared error
0.7417
SciMark benchmark
942.3815