DEVELOPMENT... OpenML
Run
28272

Run 28272

Task 3536 (Supervised Classification) oh10.wc Uploaded 09-10-2014 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
0.9542
Per class
Build CPU time
599.1629
Build memory
2358173174.4
F measure
0.7769
Per class
Kappa
0.7386
KB relative information score
762.9625
Mean absolute error
0.0637
Mean prior absolute error
0.1768
Number of instances
1050
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8057
Per class
Predictive accuracy
0.7705
Prior entropy
3.2054
Recall
0.7705
Per class
Relative absolute error
0.3606
Root mean prior squared error
0.2973
Root mean squared error
0.179
Root relative squared error
0.6021
SciMark benchmark
824.7277