DEVELOPMENT... OpenML
Run
27278

Run 27278

Task 4410 (Supervised Classification) autoHorse 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
0.9897
Per class
Build CPU time
0.0307
Build memory
1962403569.9317
F measure
0.9577
Per class
Kappa
0.9118
KB relative information score
1726.1603
Mean absolute error
0.084
Mean prior absolute error
0.4821
Number of instances
2050
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9595
Per class
Predictive accuracy
0.958
Prior entropy
0.9742
Recall
0.958
Per class
Relative absolute error
0.1743
Root mean prior squared error
0.4909
Root mean squared error
0.1833
Root relative squared error
0.3735
SciMark benchmark
945.1556