DEVELOPMENT... OpenML
Run
31548

Run 31548

Task 4615 (Supervised Classification) ar3 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
0.7813
Per class
Build CPU time
0.1029
Build memory
101786138.7175
F measure
0.9128
Per class
Kappa
0.6006
KB relative information score
187.653
Mean absolute error
0.1325
Mean prior absolute error
0.2303
Number of instances
630
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9117
Per class
Predictive accuracy
0.9143
Prior entropy
0.5802
Recall
0.9143
Per class
Relative absolute error
0.5756
Root mean prior squared error
0.3332
Root mean squared error
0.2673
Root relative squared error
0.8024
SciMark benchmark
938.667