DEVELOPMENT... OpenML
Run
30874

Run 30874

Task 4486 (Supervised Classification) fri_c4_250_50 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
0.8918
Per class
Build CPU time
0.758
Build memory
99563527.84
F measure
0.8359
Per class
Kappa
0.6692
KB relative information score
1236.107
Mean absolute error
0.2698
Mean prior absolute error
0.4968
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
0.8382
Per class
Predictive accuracy
0.8368
Prior entropy
0.9955
Recall
0.8368
Per class
Relative absolute error
0.5431
Root mean prior squared error
0.4984
Root mean squared error
0.355
Root relative squared error
0.7123
SciMark benchmark
928.0886