DEVELOPMENT... OpenML
Run
32720

Run 32720

Task 4321 (Supervised Classification) pm10 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
0.6508
Per class
Build CPU time
0.8243
Build memory
228144129.28
F measure
0.6111
Per class
Kappa
0.2242
KB relative information score
470.3955
Mean absolute error
0.4612
Mean prior absolute error
0.4999
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.614
Per class
Predictive accuracy
0.613
Prior entropy
0.9998
Recall
0.613
Per class
Relative absolute error
0.9227
Root mean prior squared error
0.4999
Root mean squared error
0.4829
Root relative squared error
0.9658
SciMark benchmark
938.2971