DEVELOPMENT... OpenML
Run
31995

Run 31995

Task 3911 (Supervised Classification) ar4 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)_I160
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
0.8236
Per class
Build CPU time
0.2485
Build memory
702192613.8318
F measure
0.8197
Per class
Kappa
0.3743
KB relative information score
25.7105
Mean absolute error
0.2095
Mean prior absolute error
0.3076
Number of instances
107
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.815
Per class
Predictive accuracy
0.8318
Prior entropy
0.707
Recall
0.8318
Per class
Relative absolute error
0.6811
Root mean prior squared error
0.3899
Root mean squared error
0.3404
Root relative squared error
0.873
SciMark benchmark
947.4367